diff --git a/syntaxnet/Dockerfile b/syntaxnet/Dockerfile index 1d20f1a7b6ba928ee6ff4457ec1850542f5f2d8d..df77bbb2f298a94dcba6a910ef3605662026f290 100644 --- a/syntaxnet/Dockerfile +++ b/syntaxnet/Dockerfile @@ -1,5 +1,5 @@ # Java baseimage, for Bazel. -FROM java:8 +FROM openjdk:8 ENV SYNTAXNETDIR=/opt/tensorflow PATH=$PATH:/root/bin @@ -50,6 +50,8 @@ RUN python -m pip install \ && python -m pip install pygraphviz \ --install-option="--include-path=/usr/include/graphviz" \ --install-option="--library-path=/usr/lib/graphviz/" \ + && python -m jupyter_core.command nbextension enable \ + --py --sys-prefix widgetsnbextension \ && rm -rf /root/.cache/pip /tmp/pip* # Installs the latest version of Bazel. @@ -86,6 +88,5 @@ EXPOSE 8888 # This does not need to be compiled, only copied. COPY examples $SYNTAXNETDIR/syntaxnet/examples # Todo: Move this earlier in the file (don't want to invalidate caches for now). -RUN jupyter nbextension enable --py --sys-prefix widgetsnbextension CMD /bin/bash -c "bazel-bin/dragnn/tools/oss_notebook_launcher notebook --debug --notebook-dir=/opt/tensorflow/syntaxnet/examples" diff --git a/syntaxnet/README.md b/syntaxnet/README.md index 28e06810b2669fba2eca375f32b766eaf40fa1d0..6c532ca5902c9ee2fae173607aa963d436bd11fc 100644 --- a/syntaxnet/README.md +++ b/syntaxnet/README.md @@ -20,12 +20,16 @@ This repository is largely divided into two sub-packages: 1. **DRAGNN: [code](https://github.com/tensorflow/models/tree/master/syntaxnet/dragnn), - [documentation](g3doc/DRAGNN.md)** implements Dynamic Recurrent Acyclic - Graphical Neural Networks (DRAGNN), a framework for building multi-task, - fully dynamic constructed computation graphs. Practically, we use DRAGNN to - extend our prior work from [Andor et al. + [documentation](g3doc/DRAGNN.md), + [paper](https://arxiv.org/pdf/1703.04474.pdf)** implements Dynamic Recurrent + Acyclic Graphical Neural Networks (DRAGNN), a framework for building + multi-task, fully dynamically constructed computation graphs. Practically, we + use DRAGNN to extend our prior work from [Andor et al. (2016)](http://arxiv.org/abs/1603.06042) with end-to-end, deep recurrent - models and to provide a much easier to use interface to SyntaxNet. + models and to provide a much easier to use interface to SyntaxNet. *DRAGNN + is designed first and foremost as a Python library, and therefore much + easier to use than the original SyntaxNet implementation.* + 1. **SyntaxNet: [code](https://github.com/tensorflow/models/tree/master/syntaxnet/syntaxnet), [documentation](g3doc/syntaxnet-tutorial.md)** is a transition-based @@ -42,7 +46,7 @@ There are three ways to use SyntaxNet: SyntaxNet/DRAGNN baseline for the CoNLL2017 Shared Task, and running the ParseySaurus models. * You can use DRAGNN to train your NLP models for other tasks and dataset. See - "Getting started with DRAGNN below." + "Getting started with DRAGNN" below. * You can continue to use the Parsey McParseface family of pre-trained SyntaxNet models. See "Pre-trained NLP models" below. @@ -117,9 +121,13 @@ We have a few guides on this README, as well as more extensive ![DRAGNN](g3doc/unrolled-dragnn.png) -An easy and visual way to get started with DRAGNN is to run [our Jupyter -Notebook](examples/dragnn/basic_parser_tutorial.ipynb). Our tutorial +An easy and visual way to get started with DRAGNN is to run our Jupyter +notebooks for [interactive +debugging](examples/dragnn/interactive_text_analyzer.ipynb) and [training a new +model](examples/dragnn/trainer_tutorial.ipynb). Our tutorial [here](g3doc/CLOUD.md) explains how to start it up from the Docker container. +Once you have DRAGNN installed and running, try out the +[ParseySaurus](g3doc/conll2017) models. ### Using the Pre-trained NLP models @@ -285,6 +293,7 @@ Original authors of the code in this package include (in alphabetical order): * Aliaksei Severyn * Andy Golding * Bernd Bohnet +* Chayut Thanapirom * Chris Alberti * Daniel Andor * David Weiss @@ -294,6 +303,7 @@ Original authors of the code in this package include (in alphabetical order): * Ji Ma * Keith Hall * Kuzman Ganchev +* Lingpeng Kong * Livio Baldini Soares * Mark Omernick * Michael Collins diff --git a/syntaxnet/beam_search_training.png b/syntaxnet/beam_search_training.png deleted file mode 100644 index ed108374a8c0b07d886a5ecdb33191bdd9528172..0000000000000000000000000000000000000000 Binary files a/syntaxnet/beam_search_training.png and /dev/null differ diff --git a/syntaxnet/docker-devel/Dockerfile.min b/syntaxnet/docker-devel/Dockerfile.min new file mode 100644 index 0000000000000000000000000000000000000000..876f69d9b6831287585a6e78a8ee211b2b09c8fb --- /dev/null +++ b/syntaxnet/docker-devel/Dockerfile.min @@ -0,0 +1,66 @@ +# You need to build wheels before building this image. Please consult +# docker-devel/README.txt. + +# This is the base of the openjdk image. +# +# It might be more efficient to use a minimal distribution, like Alpine. But +# the upside of this being popular is that people might already have it. +FROM buildpack-deps:jessie-curl + +ENV SYNTAXNETDIR=/opt/tensorflow PATH=$PATH:/root/bin + +RUN apt-get update \ + && apt-get install -y \ + file \ + git \ + graphviz \ + libcurl3 \ + libfreetype6 \ + libgraphviz-dev \ + liblapack3 \ + libopenblas-base \ + libpng12-0 \ + libxft2 \ + python-dev \ + python-mock \ + python-pip \ + python2.7 \ + zlib1g-dev \ + && apt-get clean \ + && (rm -f /var/cache/apt/archives/*.deb \ + /var/cache/apt/archives/partial/*.deb /var/cache/apt/*.bin || true) + +# Install common Python dependencies. Similar to above, remove caches +# afterwards to help keep Docker images smaller. +RUN pip install --ignore-installed pip \ + && python -m pip install numpy \ + && rm -rf /root/.cache/pip /tmp/pip* +RUN python -m pip install \ + asciitree \ + ipykernel \ + jupyter \ + matplotlib \ + pandas \ + protobuf \ + scipy \ + sklearn \ + && python -m ipykernel.kernelspec \ + && python -m pip install pygraphviz \ + --install-option="--include-path=/usr/include/graphviz" \ + --install-option="--library-path=/usr/lib/graphviz/" \ + && rm -rf /root/.cache/pip /tmp/pip* + +COPY syntaxnet_with_tensorflow-0.2-cp27-none-linux_x86_64.whl $SYNTAXNETDIR/ +RUN python -m pip install \ + $SYNTAXNETDIR/syntaxnet_with_tensorflow-0.2-cp27-none-linux_x86_64.whl \ + && rm -rf /root/.cache/pip /tmp/pip* + +# This makes the IP exposed actually "*"; we'll do host restrictions by passing +# a hostname to the `docker run` command. +COPY tensorflow/tensorflow/tools/docker/jupyter_notebook_config.py /root/.jupyter/ +EXPOSE 8888 + +# This does not need to be compiled, only copied. +COPY examples $SYNTAXNETDIR/syntaxnet/examples +# For some reason, this works if we run it in a bash shell :/ :/ :/ +CMD /bin/bash -c "python -m jupyter_core.command notebook --debug --notebook-dir=/opt/tensorflow/syntaxnet/examples" diff --git a/syntaxnet/docker-devel/README.txt b/syntaxnet/docker-devel/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..e190d5991d2db6d552f1a5fd29dbdf968de62169 --- /dev/null +++ b/syntaxnet/docker-devel/README.txt @@ -0,0 +1,64 @@ +Docker is used for packaging the SyntaxNet. There are three primary things we +build with Docker, + +1. A development image, which contains all source built with Bazel. +2. Python/pip wheels, built by running a command in the development container. +3. A minified image, which only has the compiled version of TensorFlow and + SyntaxNet, by installing the wheel built by the above step. + + +Important info (please read) +------------------------------ + +One thing to be wary of is that YOU CAN LOSE DATA IF YOU DEVELOP IN A DOCKER +CONTAINER. Please be very careful to mount data you care about to Docker +volumes, or use a volume mount so that it's mapped to your host filesystem. + +Another note, especially relevant to training models, is that Docker sends the +whole source tree to the Docker daemon every time you try to build an image. +This can take some time if you have large temporary model files lying around. +You can exclude your model files by editing .dockerignore, or just don't store +them in the base directory. + + +Step 1: Building the development image +------------------------------ + +Simply run `docker build -t dragnn-oss .` in the base directory. Make sure you +have all the source checked out correctly, including git submodules. + + +Step 2: Building wheels +------------------------------ + +Please run, + + bash ./docker-devel/build_wheels.sh + +This actually builds the image from Step 1 as well. + + +Step 3: Building the development image +------------------------------ + +First, ensure you have the file + + syntaxnet_with_tensorflow-0.2-cp27-none-linux_x86_64.whl + +in your working directory, from step 2. Then run, + + docker build -t dragnn-oss:latest-minimal -f docker-devel/Dockerfile.min + +If the filename changes (e.g. you are on a different architecture), just update +Dockerfile.min. + + +Developing in Docker +------------------------------ + +We recommend developing in Docker by using the `./docker-devel/build_devel.sh` +script; it will set up a few volume mounts, and port mappings automatically. +You may want to add more port mappings on your own. If you want to drop into a +shell instead of launching the notebook, simply run, + + ./docker-devel/build_devel.sh /bin/bash diff --git a/syntaxnet/docker-devel/build_devel.sh b/syntaxnet/docker-devel/build_devel.sh index 98425467fd70cb059b0c0c5afeda402050e6676a..57a745ba10419d0cc22207d157cbf35dd977aa4e 100755 --- a/syntaxnet/docker-devel/build_devel.sh +++ b/syntaxnet/docker-devel/build_devel.sh @@ -23,5 +23,6 @@ syntaxnet_base="/opt/tensorflow/syntaxnet" docker run --rm -ti \ -v "${root_path}"/syntaxnet:"${syntaxnet_base}"/syntaxnet \ -v "${root_path}"/dragnn:"${syntaxnet_base}"/dragnn \ + -v "${root_path}"/examples:"${syntaxnet_base}"/examples \ -p 127.0.0.1:8888:8888 \ dragnn-oss "$@" diff --git a/syntaxnet/dragnn/protos/spec.proto b/syntaxnet/dragnn/protos/spec.proto index 5faac142c65f962dd28dcb8f2deb792fc3f74766..e4d4fd31f7c15636d60adfbe2252f95d24449749 100644 --- a/syntaxnet/dragnn/protos/spec.proto +++ b/syntaxnet/dragnn/protos/spec.proto @@ -13,14 +13,10 @@ package syntaxnet.dragnn; message MasterSpec { repeated ComponentSpec component = 1; - // DEPRECATED: Use the "batch_size" param of DragnnTensorFlowTrainer instead. - optional int32 deprecated_batch_size = 2 [default = 1, deprecated = true]; - - // DEPRECATED: Use ComponentSpec.*_beam_size instead. - optional int32 deprecated_beam_size = 3 [default = 1, deprecated = true]; - // Whether to extract debug traces. optional bool debug_tracing = 4 [default = false]; + + reserved 2, 3, 5; } // Complete specification for a single task. @@ -221,10 +217,6 @@ message GridPoint { // problems for updates at the start of training. optional double gradient_clip_norm = 11 [default = 0.0]; - // DEPRECATED: Use TrainTarget instead. - repeated double component_weights = 5; - repeated bool unroll_using_oracle = 6; - // A spec for using multiple optimization methods. message CompositeOptimizerSpec { // First optimizer. @@ -254,6 +246,8 @@ message GridPoint { // should be restricted. If left empty, no filtering will take // place. Typically a single component. optional string self_norm_components_filter = 21; + + reserved 5, 6; } // Training target to be built into the graph. diff --git a/syntaxnet/dragnn/python/BUILD b/syntaxnet/dragnn/python/BUILD index d25aca907996bd0ea48f8e387ddd1536ed077182..50791378159bba10b7b687534ab3652910975582 100644 --- a/syntaxnet/dragnn/python/BUILD +++ b/syntaxnet/dragnn/python/BUILD @@ -154,6 +154,7 @@ py_test( srcs = ["visualization_test.py"], deps = [ ":visualization", + "//dragnn/protos:spec_py_pb2", "//dragnn/protos:trace_py_pb2", "@org_tensorflow//tensorflow:tensorflow_py", ], diff --git a/syntaxnet/dragnn/python/visualization.py b/syntaxnet/dragnn/python/visualization.py index c567108d87c36f60bed94ef1a9416e2c38b846c0..51be1b5725c336c69200b747b9c964a35c9b271d 100644 --- a/syntaxnet/dragnn/python/visualization.py +++ b/syntaxnet/dragnn/python/visualization.py @@ -54,6 +54,15 @@ def parse_trace_json(trace): return as_json +def _optional_master_spec_json(master_spec): + """Helper function to return 'null' or a master spec JSON string.""" + if master_spec is None: + return 'null' + else: + return json_format.MessageToJson( + master_spec, preserving_proto_field_name=True) + + def _container_div(height='700px', contents=''): elt_id = str(uuid.uuid4()) html = """ @@ -64,7 +73,11 @@ def _container_div(height='700px', contents=''): return elt_id, html -def trace_html(trace, convert_to_unicode=True, height='700px', script=None): +def trace_html(trace, + convert_to_unicode=True, + height='700px', + script=None, + master_spec=None): """Generates HTML that will render a master trace. This will result in a self-contained "div" element. @@ -76,6 +89,8 @@ def trace_html(trace, convert_to_unicode=True, height='700px', script=None): often pass the output of this function to IPython.display.HTML. height: CSS string representing the height of the element, default '700px'. script: Visualization script contents, if the defaults are unacceptable. + master_spec: Master spec proto (parsed), which can improve the layout. May + be required in future versions. Returns: unicode or str with HTML contents. @@ -89,10 +104,14 @@ def trace_html(trace, convert_to_unicode=True, height='700px', script=None): {div_html} """.format( - script=script, json=json_trace, elt_id=elt_id, div_html=div_html) + script=script, + json=json_trace, + master_spec_json=_optional_master_spec_json(master_spec), + elt_id=elt_id, + div_html=div_html) return unicode(as_str, 'utf-8') if convert_to_unicode else as_str @@ -174,11 +193,13 @@ class InteractiveVisualization(object): script=script, div_html=div_html) return unicode(html, 'utf-8') # IPython expects unicode. - def show_trace(self, trace): + def show_trace(self, trace, master_spec=None): """Returns a JS script HTML fragment, which will populate the container. Args: trace: binary-encoded MasterTrace string. + master_spec: Master spec proto (parsed), which can improve the layout. May + be required in future versions. Returns: unicode with HTML contents. @@ -187,8 +208,10 @@ class InteractiveVisualization(object): """.format( - json=parse_trace_json(trace), elt_id=self.elt_id) + json=parse_trace_json(trace), + master_spec_json=_optional_master_spec_json(master_spec), + elt_id=self.elt_id) return unicode(html, 'utf-8') # IPython expects unicode. diff --git a/syntaxnet/dragnn/python/visualization_test.py b/syntaxnet/dragnn/python/visualization_test.py index 6badc438780a474fde78ebac85880f9225670663..04671989883ca7ceeb0679158a47c6fac3f9e6d8 100644 --- a/syntaxnet/dragnn/python/visualization_test.py +++ b/syntaxnet/dragnn/python/visualization_test.py @@ -1,3 +1,4 @@ +# -*- coding: utf-8 -*- """Tests for dragnn.python.visualization.""" from __future__ import absolute_import @@ -5,6 +6,7 @@ from __future__ import division from __future__ import print_function from tensorflow.python.platform import googletest +from dragnn.protos import spec_pb2 from dragnn.protos import trace_pb2 from dragnn.python import visualization @@ -15,10 +17,16 @@ def _get_trace_proto_string(): step_trace=[ trace_pb2.ComponentStepTrace(fixed_feature_trace=[]), ], - name='test_component',) + # Google Translate says this is "component" in Chinese. (To test UTF-8). + name='零件',) return trace.SerializeToString() +def _get_master_spec(): + return spec_pb2.MasterSpec( + component=[spec_pb2.ComponentSpec(name='jalapeño')]) + + class VisualizationTest(googletest.TestCase): def testCanFindScript(self): @@ -37,6 +45,13 @@ class VisualizationTest(googletest.TestCase): widget.initial_html() widget.show_trace(_get_trace_proto_string()) + def testMasterSpecJson(self): + visualization.trace_html( + _get_trace_proto_string(), master_spec=_get_master_spec()) + widget = visualization.InteractiveVisualization() + widget.initial_html() + widget.show_trace(_get_trace_proto_string(), master_spec=_get_master_spec()) + if __name__ == '__main__': googletest.main() diff --git a/syntaxnet/dragnn/viz/dragnn_layout.js b/syntaxnet/dragnn/viz/dragnn_layout.js index 8423ec75d68615a30dcba79afe13b447dd9b0642..56e443a36eb40913cca666125cc29a65ca68839d 100644 --- a/syntaxnet/dragnn/viz/dragnn_layout.js +++ b/syntaxnet/dragnn/viz/dragnn_layout.js @@ -189,6 +189,25 @@ DragnnLayout.prototype.finalLayout = function(partition, stepPartition, cy) { Math.sign(slope) * Math.min(300, Math.max(100, Math.abs(slope))); }); + // Reset ordering of components based on whether they are actually + // left-to-right. In the future, we may want to do the whole layout based on + // the master spec (what remains is slope magnitude and component order); then + // we can also skip the initial layout and CoSE intermediate layout. + if (this.options.masterSpec) { + _.each(this.options.masterSpec.component, (component) => { + const name = component.name; + const transitionParams = component.transition_system.parameters || {}; + // null/undefined should default to true. + const leftToRight = transitionParams.left_to_right != 'false'; + + // If the slope isn't going in the direction it should, according to the + // master spec, reverse it. + if ((leftToRight ? 1 : -1) != Math.sign(stepSlope[name])) { + stepSlope[name] = -stepSlope[name]; + } + }); + } + // Set new node positions. As before, component nodes auto-size to fit. _.each(stepPartition, (stepNodes) => { const component = _.head(stepNodes).data('parent'); diff --git a/syntaxnet/dragnn/viz/dragnn_tutorial_2.html b/syntaxnet/dragnn/viz/dragnn_tutorial_2.html new file mode 100644 index 0000000000000000000000000000000000000000..98db960971e0a9a3536aa3b047a39e81ecd02586 --- /dev/null +++ b/syntaxnet/dragnn/viz/dragnn_tutorial_2.html @@ -0,0 +1,1545 @@ + + + + + + + +
+
+ + + + diff --git a/syntaxnet/dragnn/viz/example_with_lookahead.html b/syntaxnet/dragnn/viz/example_with_lookahead.html new file mode 100644 index 0000000000000000000000000000000000000000..cb7e85039fb643368be639d678ab8fc1b7938a6f --- /dev/null +++ b/syntaxnet/dragnn/viz/example_with_lookahead.html @@ -0,0 +1,2261 @@ + + + + + + + +
+
+ + + diff --git a/syntaxnet/dragnn/viz/visualize.js b/syntaxnet/dragnn/viz/visualize.js index 97a5ae63904eba5d87da83273d2f3f070e352c0a..fb5af04bda1693eb10273b007343dc1361ee7e23 100644 --- a/syntaxnet/dragnn/viz/visualize.js +++ b/syntaxnet/dragnn/viz/visualize.js @@ -154,10 +154,13 @@ class InteractiveDragnnGraph { * * @param {!Object} masterTrace Master trace proto from DRAGNN. * @param {!Object} element Container DOM element to populate. + * @param {?Object} masterSpec Master spec proto from DRAGNN; if provided, + * used to improve the layout. */ - constructor(masterTrace, element) { + constructor(masterTrace, element, masterSpec) { this.masterTrace = masterTrace; this.element = element; + this.masterSpec = masterSpec || null; } /** @@ -196,7 +199,7 @@ class InteractiveDragnnGraph { sel.abscomp().nodes().hide(); // Redo layout. - this.cy.layout({name: 'dragnn'}); + this.cy.layout({name: 'dragnn', masterSpec: this.masterSpec}); } /** @@ -211,7 +214,7 @@ class InteractiveDragnnGraph { boxSelectionEnabled: true, autounselectify: true, // We'll do more custom layout later. - layout: {name: 'dragnn'}, + layout: {name: 'dragnn', masterSpec: this.masterSpec}, style: [ { selector: 'node', @@ -285,12 +288,15 @@ class InteractiveDragnnGraph { * situations, the script tag containing the graph definition will be generated * inline. * - * @param {Object} masterTrace Master trace proto from DRAGNN. + * @param {!Object} masterTrace Master trace proto from DRAGNN. * @param {string} divId ID of the page element to populate with the graph. + * @param {?Object} masterSpec Master spec proto from DRAGNN; if provided, used + * to improve the layout. */ -const visualizeToDiv = function(masterTrace, divId) { - const interactiveGraph = - new InteractiveDragnnGraph(masterTrace, document.getElementById(divId)); + +const visualizeToDiv = function(masterTrace, divId, masterSpec) { + const interactiveGraph = new InteractiveDragnnGraph( + masterTrace, document.getElementById(divId), masterSpec); interactiveGraph.initDomElements(); }; diff --git a/syntaxnet/dragnn/viz/viz.min.js.gz b/syntaxnet/dragnn/viz/viz.min.js.gz index a978df8a7f0ab1e4eaa396a088fff9604e932bc6..d5725c8c731b6f163c289c9b0046eecbc8f29488 100644 Binary files a/syntaxnet/dragnn/viz/viz.min.js.gz and b/syntaxnet/dragnn/viz/viz.min.js.gz differ diff --git a/syntaxnet/examples/dragnn/BUILD b/syntaxnet/examples/dragnn/BUILD new file mode 100644 index 0000000000000000000000000000000000000000..895daf2ed0c4eb7702dc8492c299b7a3beaaf992 --- /dev/null +++ b/syntaxnet/examples/dragnn/BUILD @@ -0,0 +1,51 @@ +py_binary( + name = "tutorial_1", + srcs = ["tutorial_1.py"], + data = [":data"], + deps = [":tutorial-deps"], +) + +py_binary( + name = "tutorial_2", + srcs = ["tutorial_2.py"], + data = [":data"], + deps = [":tutorial-deps"], +) + +py_library( + name = "tutorial-deps", + deps = [ + "//dragnn/core:dragnn_bulk_ops", + "//dragnn/core:dragnn_ops", + "//dragnn/protos:spec_py_pb2", + "//dragnn/python:graph_builder", + "//dragnn/python:lexicon", + "//dragnn/python:load_dragnn_cc_impl_py", + "//dragnn/python:spec_builder", + "//dragnn/python:visualization", + "//syntaxnet:load_parser_ops_py", + "//syntaxnet:parser_ops", + "//syntaxnet:sentence_py_pb2", + "@org_tensorflow//tensorflow:tensorflow_py", + "@org_tensorflow//tensorflow/core:protos_all_py", + ], +) + +filegroup( + name = "data", + data = glob(["tutorial_data/*"]), +) + +sh_test( + name = "test_run_all_tutorials", + size = "medium", + srcs = ["test_run_all_tutorials.sh"], + args = [ + "$(location :tutorial_1)", + "$(location :tutorial_2)", + ], + data = [ + ":tutorial_1", + ":tutorial_2", + ], +) diff --git a/syntaxnet/examples/dragnn/data/en/category-map b/syntaxnet/examples/dragnn/data/en/category-map new file mode 100644 index 0000000000000000000000000000000000000000..573541ac9702dd3969c9bc859d2b91ec1f7e6e56 --- /dev/null +++ b/syntaxnet/examples/dragnn/data/en/category-map @@ -0,0 +1 @@ +0 diff --git a/syntaxnet/examples/dragnn/data/en/char-map b/syntaxnet/examples/dragnn/data/en/char-map new file mode 100644 index 0000000000000000000000000000000000000000..8ec3dcd01979b12e0efdf7ca006fd104bd10406f --- /dev/null +++ b/syntaxnet/examples/dragnn/data/en/char-map @@ -0,0 +1,100 @@ +99 +e 88088 +t 63849 +a 60376 +o 55522 +n 50760 +i 49620 +s 43451 +r 43314 +h 34531 +l 30483 +d 27017 +u 20955 +c 19696 +m 17547 +y 15363 +f 14604 +g 14285 +p 13521 +w 13380 +9 11333 +. 10880 +b 10234 +v 7728 +, 6776 +k 6200 +I 5027 +- 3666 +T 3262 +A 2967 +S 2823 +' 2382 +C 1954 +E 1763 +M 1748 +P 1662 +B 1457 +x 1455 +N 1420 +W 1285 +H 1248 +" 1233 +D 1214 +O 1212 +R 1153 +! 1135 +/ 1124 +L 1094 +: 1067 +j 924 +? 915 +) 892 +F 887 +G 875 +q 873 +( 827 +U 709 +J 660 +Y 588 +z 566 +_ 539 +K 499 +V 372 += 369 +* 303 +$ 254 +@ 177 +& 155 +> 151 +< 143 +Q 142 +; 100 +’ 94 +Z 92 +X 73 +# 69 ++ 51 +% 39 +[ 34 +] 34 +“ 30 +” 30 +| 25 +~ 17 +` 15 +‘ 13 +– 9 +— 9 +^ 8 +… 7 +· 6 +{ 4 +} 3 +é 2 +£ 1 +­ 1 +³ 1 +à 1 +á 1 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0000000000000000000000000000000000000000..5a965862a5db5c1abf2cdc521122fcbef242bc4d --- /dev/null +++ b/syntaxnet/examples/dragnn/data/en/tag-map @@ -0,0 +1,157 @@ +156 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++NN" } 24906 +attribute { name: "fPOS" value: "ADP++IN" } 16044 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++NNP" } 12151 +attribute { name: "Degree" value: "Pos" } attribute { name: "fPOS" value: "ADJ++JJ" } 10772 +attribute { name: "fPOS" value: "PUNCT++." } 9705 +attribute { name: "Definite" value: "Def" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++DT" } 8580 +attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "NOUN++NNS" } 8075 +attribute { name: "fPOS" value: "PUNCT++," } 7620 +attribute { name: "fPOS" value: "ADV++RB" } 7508 +attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "VERB++VB" } 6590 +attribute { name: "fPOS" value: "CCONJ++CC" } 6252 +attribute { name: "Definite" value: "Ind" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++DT" } 3985 +attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++CD" } 3830 +attribute { name: "fPOS" value: "SCONJ++IN" } 3602 +attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++MD" } 3118 +attribute { name: "fPOS" value: "PART++TO" } 3020 +attribute { name: "Case" value: "Nom" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 2998 +attribute { name: "Mood" value: "Ind" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBD" } 2970 +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBZ" } 2681 +attribute { name: "Mood" value: "Ind" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBP" } 2598 +attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++VBN" } 2323 +attribute { name: "Mood" value: "Ind" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBP" } 2273 +attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "VERB++VBG" } 2104 +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBZ" } 1712 +attribute { name: "Case" value: "Nom" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 1598 +attribute { name: "fPOS" value: "DET++DT" } 1484 +attribute { name: "fPOS" value: "PART++RB" } 1455 +attribute { name: "Case" value: "Nom" } attribute { name: "Gender" value: "Neut" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 1194 +attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "Voice" value: "Pass" } attribute { name: "fPOS" value: "VERB++VBN" } 1135 +attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "AUX++VB" } 1107 +attribute { name: "Mood" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VB" } 1056 +attribute { name: "Case" value: "Nom" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 976 +attribute { name: "fPOS" value: "PUNCT++-RRB-" } 962 +attribute { name: "fPOS" value: "PUNCT++-LRB-" } 934 +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBD" } 926 +attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++VBG" } 874 +attribute { name: "fPOS" value: "PUNCT++:" } 845 +attribute { name: "Case" value: "Nom" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 833 +attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++DT" } 827 +attribute { name: "fPOS" value: "PUNCT++``" } 773 +attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } 769 +attribute { name: "fPOS" value: "PUNCT++\'\'" } 750 +attribute { name: "Case" value: "Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 741 +attribute { name: "PronType" value: "Rel" } attribute { name: "fPOS" value: "PRON++WDT" } 718 +attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "ADV++WRB" } 709 +attribute { name: "fPOS" value: "ADP++RP" } 674 +attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++DT" } 666 +attribute { name: "fPOS" value: "PART++POS" } 663 +attribute { name: "Person" value: "2" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } 653 +attribute { name: "Mood" value: "Ind" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBD" } 643 +attribute { name: "fPOS" value: "PUNCT++HYPH" } 637 +attribute { name: "fPOS" value: "INTJ++UH" } 634 +attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "ADV++RB" } 553 +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 525 +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Neut" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 503 +attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "PROPN++NNPS" } 494 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PRON++NN" } 484 +attribute { name: "Degree" value: "Cmp" } attribute { name: "fPOS" value: "ADJ++JJR" } 480 +attribute { name: "Case" value: "Acc" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 428 +attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "PRON++WP" } 421 +attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } 380 +attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } 376 +attribute { name: "Degree" value: "Pos" } attribute { name: "fPOS" value: "ADV++RB" } 372 +attribute { name: "Degree" value: "Sup" } attribute { name: "fPOS" value: "ADJ++JJS" } 363 +attribute { name: "fPOS" value: "PRON++EX" } 340 +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 332 +attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } 319 +attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "AUX++VBN" } 305 +attribute { name: "fPOS" value: "X++GW" } 293 +attribute { name: "PronType" value: "Rel" } attribute { name: "fPOS" value: "PRON++WP" } 291 +attribute { name: "fPOS" value: "X++ADD" } 290 +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 274 +attribute { name: "Case" value: "Nom" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 245 +attribute { name: "fPOS" value: "SYM++$" } 242 +attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++DT" } 225 +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBP" } 198 +attribute { name: "fPOS" value: "PUNCT++NFP" } 184 +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 172 +attribute { name: "Degree" value: "Pos" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++JJ" } 172 +attribute { name: "fPOS" value: "DET++PDT" } 163 +attribute { name: "Gender" value: "Neut" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } 161 +attribute { name: "fPOS" value: "SYM++SYM" } 151 +attribute { name: "fPOS" value: "SYM++NFP" } 149 +attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "AUX++VBG" } 146 +attribute { name: "fPOS" value: "ADV++RBR" } 141 +attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } 116 +attribute { name: "Degree" value: "Cmp" } attribute { name: "fPOS" value: "ADV++RBR" } 114 +attribute { name: "fPOS" value: "X++LS" } 110 +attribute { name: "Mood" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VB" } 98 +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBD" } 92 +attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "DET++WDT" } 88 +attribute { name: "fPOS" value: "ADV++RBS" } 85 +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 84 +attribute { name: "PronType" value: "Rel" } attribute { name: "fPOS" value: "ADV++WRB" } 84 +attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++DT" } 82 +attribute { name: "fPOS" value: "PRON++PRP" } 76 +attribute { name: "fPOS" value: "X++FW" } 74 +attribute { name: "Degree" value: "Sup" } attribute { name: "fPOS" value: "ADV++RBS" } 73 +attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "PRON++WDT" } 63 +attribute { name: "NumType" value: "Mult" } attribute { name: "fPOS" value: "ADV++RB" } 60 +attribute { name: "fPOS" value: "PRON++PRP$" } 54 +attribute { name: "fPOS" value: "X++AFX" } 47 +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBD" } 41 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "SYM++NN" } 31 +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } 27 +attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++WDT" } 20 +attribute { name: "Foreign" value: "Yes" } attribute { name: "fPOS" value: "X++FW" } 18 +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } 16 +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Neut" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } 13 +attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "PRON++WP$" } 13 +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } 12 +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } 10 +attribute { name: "Gender" value: "Neut" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 10 +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBD" } 8 +attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 7 +attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 7 +attribute { name: "fPOS" value: "ADP++TO" } 7 +attribute { name: "fPOS" value: "ADV++RP" } 7 +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } 6 +attribute { name: "Degree" value: "Pos" } attribute { name: "fPOS" value: "ADV++JJ" } 5 +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBD" } 5 +attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "ADV++WRB" } 5 +attribute { name: "fPOS" value: "ADP++RB" } 5 +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } 4 +attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 4 +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBP" } 4 +attribute { name: "Degree" value: "Pos" } attribute { name: "fPOS" value: "PROPN++JJ" } 3 +attribute { name: "fPOS" value: "ADJ++RB" } 3 +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } 2 +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBD" } 2 +attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "VERB++NNS" } 2 +attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 2 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++NN" } 2 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++NNP" } 2 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "VERB++NN" } 2 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++NNP" } 2 +attribute { name: "Degree" value: "Pos" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADV++JJ" } 1 +attribute { name: "Degree" value: "Pos" } attribute { name: "fPOS" value: "NOUN++JJ" } 1 +attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } 1 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++NNP" } 1 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++VBG" } 1 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NUM++NN" } 1 +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++NN" } 1 +attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Rel" } attribute { name: "fPOS" value: "PRON++WP$" } 1 +attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++WDT" } 1 +attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "PRON++WP$" } 1 +attribute { name: "PronType" value: "Rel" } attribute { name: "fPOS" value: "DET++WDT" } 1 +attribute { name: "fPOS" value: "ADJ++DT" } 1 +attribute { name: "fPOS" value: "ADV++CC" } 1 +attribute { name: "fPOS" value: "CCONJ++IN" } 1 +attribute { name: "fPOS" value: "CCONJ++RB" } 1 +attribute { name: "fPOS" value: "DET++PRP" } 1 +attribute { name: "fPOS" value: "PUNCT++PDT" } 1 +attribute { name: "fPOS" value: "PUNCT++UH" } 1 +attribute { name: "fPOS" value: "SYM++IN" } 1 +attribute { name: "fPOS" value: "X++XX" } 1 diff --git a/syntaxnet/examples/dragnn/data/en/tag-to-category b/syntaxnet/examples/dragnn/data/en/tag-to-category new file mode 100644 index 0000000000000000000000000000000000000000..fb5a71a0fec0026609c723c058270517cfef6bcc --- /dev/null +++ b/syntaxnet/examples/dragnn/data/en/tag-to-category @@ -0,0 +1,156 @@ +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Neut" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Neut" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Acc" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Nom" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Nom" } attribute { name: "Gender" value: "Neut" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Nom" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Nom" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Nom" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Case" value: "Nom" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Definite" value: "Def" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++DT" } +attribute { name: "Definite" value: "Ind" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++DT" } +attribute { name: "Degree" value: "Cmp" } attribute { name: "fPOS" value: "ADJ++JJR" } +attribute { name: "Degree" value: "Cmp" } attribute { name: "fPOS" value: "ADV++RBR" } +attribute { name: "Degree" value: "Pos" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++JJ" } +attribute { name: "Degree" value: "Pos" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADV++JJ" } +attribute { name: "Degree" value: "Pos" } attribute { name: "fPOS" value: "ADJ++JJ" } +attribute { name: "Degree" value: "Pos" } attribute { name: "fPOS" value: "ADV++JJ" } +attribute { name: "Degree" value: "Pos" } attribute { name: "fPOS" value: "ADV++RB" } +attribute { name: "Degree" value: "Pos" } attribute { name: "fPOS" value: "NOUN++JJ" } +attribute { name: "Degree" value: "Pos" } attribute { name: "fPOS" value: "PROPN++JJ" } +attribute { name: "Degree" value: "Sup" } attribute { name: "fPOS" value: "ADJ++JJS" } +attribute { name: "Degree" value: "Sup" } attribute { name: "fPOS" value: "ADV++RBS" } +attribute { name: "Foreign" value: "Yes" } attribute { name: "fPOS" value: "X++FW" } +attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } +attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } +attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Gender" value: "Neut" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } +attribute { name: "Gender" value: "Neut" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Mood" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VB" } +attribute { name: "Mood" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VB" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBD" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBD" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBP" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBP" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBD" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBD" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBZ" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBZ" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBD" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBD" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBD" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBD" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++VBP" } +attribute { name: "Mood" value: "Ind" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++VBP" } +attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++CD" } +attribute { name: "NumType" value: "Mult" } attribute { name: "fPOS" value: "ADV++RB" } +attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } +attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } +attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++DT" } +attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++DT" } +attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "NOUN++NNS" } +attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "PROPN++NNPS" } +attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "VERB++NNS" } +attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } +attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++DT" } +attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++DT" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++NN" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++NNP" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++NN" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++NNP" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++VBG" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NUM++NN" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PRON++NN" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++NN" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++NNP" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "SYM++NN" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "VERB++NN" } +attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++NNP" } +attribute { name: "Person" value: "2" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++PRP$" } +attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "PRON++WP$" } +attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Rel" } attribute { name: "fPOS" value: "PRON++WP$" } +attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "ADV++RB" } +attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "ADV++WRB" } +attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++WDT" } +attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++WDT" } +attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "ADV++WRB" } +attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "DET++WDT" } +attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "PRON++WDT" } +attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "PRON++WP" } +attribute { name: "PronType" value: "Int" } attribute { name: "fPOS" value: "PRON++WP$" } +attribute { name: "PronType" value: "Rel" } attribute { name: "fPOS" value: "ADV++WRB" } +attribute { name: "PronType" value: "Rel" } attribute { name: "fPOS" value: "DET++WDT" } +attribute { name: "PronType" value: "Rel" } attribute { name: "fPOS" value: "PRON++WDT" } +attribute { name: "PronType" value: "Rel" } attribute { name: "fPOS" value: "PRON++WP" } +attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "Voice" value: "Pass" } attribute { name: "fPOS" value: "VERB++VBN" } +attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "AUX++VBN" } +attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++VBN" } +attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++VBG" } +attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++MD" } +attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "AUX++VBG" } +attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "VERB++VBG" } +attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "AUX++VB" } +attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "VERB++VB" } +attribute { name: "fPOS" value: "ADJ++DT" } +attribute { name: "fPOS" value: "ADJ++RB" } +attribute { name: "fPOS" value: "ADP++IN" } +attribute { name: "fPOS" value: "ADP++RB" } +attribute { name: "fPOS" value: "ADP++RP" } +attribute { name: "fPOS" value: "ADP++TO" } +attribute { name: "fPOS" value: "ADV++CC" } +attribute { name: "fPOS" value: "ADV++RB" } +attribute { name: "fPOS" value: "ADV++RBR" } +attribute { name: "fPOS" value: "ADV++RBS" } +attribute { name: "fPOS" value: "ADV++RP" } +attribute { name: "fPOS" value: "CCONJ++CC" } +attribute { name: "fPOS" value: "CCONJ++IN" } +attribute { name: "fPOS" value: "CCONJ++RB" } +attribute { name: "fPOS" value: "DET++DT" } +attribute { name: "fPOS" value: "DET++PDT" } +attribute { name: "fPOS" value: "DET++PRP" } +attribute { name: "fPOS" value: "INTJ++UH" } +attribute { name: "fPOS" value: "PART++POS" } +attribute { name: "fPOS" value: "PART++RB" } +attribute { name: "fPOS" value: "PART++TO" } +attribute { name: "fPOS" value: "PRON++EX" } +attribute { name: "fPOS" value: "PRON++PRP" } +attribute { name: "fPOS" value: "PRON++PRP$" } +attribute { name: "fPOS" value: "PUNCT++," } +attribute { name: "fPOS" value: "PUNCT++-LRB-" } +attribute { name: "fPOS" value: "PUNCT++-RRB-" } +attribute { name: "fPOS" value: "PUNCT++." } +attribute { name: "fPOS" value: "PUNCT++:" } +attribute { name: "fPOS" value: "PUNCT++HYPH" } +attribute { name: "fPOS" value: "PUNCT++NFP" } +attribute { name: "fPOS" value: "PUNCT++PDT" } +attribute { name: "fPOS" value: "PUNCT++UH" } +attribute { name: "fPOS" value: "PUNCT++\'\'" } +attribute { name: "fPOS" value: "PUNCT++``" } +attribute { name: "fPOS" value: "SCONJ++IN" } +attribute { name: "fPOS" value: "SYM++$" } +attribute { name: "fPOS" value: "SYM++IN" } +attribute { name: "fPOS" value: "SYM++NFP" } +attribute { name: "fPOS" value: "SYM++SYM" } +attribute { name: "fPOS" value: "X++ADD" } +attribute { name: "fPOS" value: "X++AFX" } +attribute { name: "fPOS" value: "X++FW" } +attribute { name: "fPOS" value: "X++GW" } +attribute { name: "fPOS" value: "X++LS" } +attribute { name: "fPOS" value: "X++XX" } diff --git a/syntaxnet/examples/dragnn/data/en/word-map b/syntaxnet/examples/dragnn/data/en/word-map new file mode 100644 index 0000000000000000000000000000000000000000..f5d47b074e574e46733dd47b7f03fe7f287e4b1a --- /dev/null +++ b/syntaxnet/examples/dragnn/data/en/word-map @@ -0,0 +1,18257 @@ +18256 +. 8104 +the 7724 +, 6645 +to 4726 +and 4510 +of 3447 +a 3391 +in 2777 +I 2756 +is 2077 +that 1821 +you 1818 +for 1686 +- 1379 +it 1358 +have 1240 +" 1231 +on 1152 +with 1104 +was 1067 +be 1060 +are 1042 +not 885 +'s 872 +this 854 +The 842 +) 840 +as 823 +( 813 +will 784 +? 748 +they 743 +99 714 +9 703 +at 684 +or 681 +do 664 +my 652 +your 608 +from 603 +by 578 +: 575 +n't 570 +he 568 +we 560 +can 557 +but 552 +9999 532 +would 527 +me 518 +has 498 +! 491 +an 457 +all 441 +if 427 +there 410 +about 409 +so 409 +out 408 +had 407 +one 400 +like 370 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-« 154 -» 153 -Q 148 -Á 130 -? 111 -¿ 107 -$ 101 -ü 95 -É 62 -! 57 -º 50 -° 41 -ö 35 -& 31 -è 29 -à 22 -€ 22 -+ 21 -¡ 20 -ª 20 -= 19 -[ 19 -ç 19 -] 18 -Ó 17 -ō 16 -ä 14 -â 13 -# 11 -ã 10 -α 10 -ο 10 -ð 9 -ø 9 -Í 8 -λ 8 -* 7 -× 7 -å 7 -ô 7 -ć 7 -ρ 7 -ا 7 - 7 -` 6 -ū 6 -ς 6 -• 6 -Ú 5 -æ 5 -ι 5 -φ 5 -и 5 -Ñ 4 -Ö 4 -ë 4 -ò 4 -č 4 -ε 4 -κ 4 -μ 4 -τ 4 -р 4 -ت 4 -ل 4 -م 4 -� 4 -| 3 -¢ 3 -£ 3 -· 3 -ï 3 -õ 3 -ù 3 -ā 3 -ğ 3 -ī 3 -ı 3 -ő 3 -œ 3 -ş 3 -š 3 -Δ 3 -η 3 -π 3 -υ 3 -е 3 -н 3 -о 3 -т 3 -ب 3 -ा 3 -ম 3 -³ 2 -Î 2 -Ü 2 -î 2 -ý 2 -Đ 2 -Ł 2 -ř 2 -Š 2 -ǚ 2 -ɔ 2 -ə 2 -Γ 2 -Ζ 2 -Φ 2 -ί 2 -ν 2 -ό 2 -А 2 -К 2 -а 2 -в 2 -г 2 -й 2 -ר 2 -ح 2 -س 2 -ن 2 -ग 2 -ৌ 2 -♯ 2 -一 2 -下 2 -关 2 -天 2 -第 2 -_ 1 -Å 1 -È 1 -ß 1 -ê 1 -ì 1 -û 1 -þ 1 -đ 1 -ē 1 -ġ 1 -İ 1 -ł 1 -Ś 1 -ů 1 -ŵ 1 -ž 1 -ɛ 1 -ʂ 1 -ː 1 -Β 1 -Κ 1 -Ν 1 -έ 1 -ή 1 -β 1 -γ 1 -δ 1 -σ 1 -χ 1 -З 1 -И 1 -О 1 -П 1 -С 1 -Ф 1 -д 1 -к 1 -п 1 -с 1 -ч 1 -ё 1 -ְ 1 -ֵ 1 -ָ 1 -ה 1 -ט 1 -ס 1 -ע 1 -פ 1 -ء 1 -ة 1 -ج 1 -د 1 -ر 1 -ط 1 -غ 1 -ف 1 -و 1 -ي 1 -ं 1 -औ 1 -द 1 -ब 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-1,33 +0,0 @@ -32 -case 56548 -det 51438 -punct 40104 -nmod 33120 -obl 20916 -amod 19460 -conj 14420 -root 13477 -nsubj 13214 -obj 11448 -cc 11100 -mark 9681 -advmod 9517 -appos 7524 -iobj 6239 -flat 6110 -nummod 6054 -cop 5274 -acl 4722 -acl:relcl 4478 -advcl 3547 -aux 3483 -fixed 2365 -aux:pass 1578 -parataxis 1370 -ccomp 1320 -xcomp 1188 -dep 1021 -nsubj:pass 1006 -csubj 567 -compound 357 -csubj:pass 5 diff --git a/syntaxnet/examples/dragnn/data/es/segmenter/char-map b/syntaxnet/examples/dragnn/data/es/segmenter/char-map deleted file mode 100644 index 3b46141476a761db1b8902f52010340cac00c297..0000000000000000000000000000000000000000 --- a/syntaxnet/examples/dragnn/data/es/segmenter/char-map +++ /dev/null @@ -1,292 +0,0 @@ -291 -e 194689 -a 174901 -o 121583 -n 106574 -s 101928 -r 96059 -i 95120 -l 83450 -d 77144 -t 65680 -c 63070 -u 57078 -m 37618 -p 35913 -9 23979 -, 18307 -b 18176 -g 16618 -. 14475 -y 13387 -v 13197 -ó 11400 -f 11251 -h 10796 -q 9967 -í 7152 -E 5983 -á 5719 -z 5627 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1 -تا 1 -تم 1 -تو 1 -جب 1 -حا 1 -حة 1 -دا 1 -را 1 -سي 1 -طر 1 -غد 1 -فت 1 -لب 1 -لس 1 -لط 1 -ما 1 -مس 1 -مف 1 -نا 1 -وح 1 -ंग 1 -और 1 -गा 1 -बा 1 -भा 1 -रं 1 -वि 1 -ाग 1 -ाद 1 -ाब 1 -िभ 1 -ভৌ 1 -মি 1 -মী 1 -মৌ 1 -সু 1 -িক 1 -ুম 1 -ৌম 1 -ৌস 1 -ḥa 1 -Ἀρ 1 -ᾶς 1 -ぎぐ 1 -上海 1 -申花 1 -雄关 1 -D 1 -G 1 -S 1 -�n 1 diff --git a/syntaxnet/examples/dragnn/data/es/segmenter/checkpoint.data-00000-of-00001 b/syntaxnet/examples/dragnn/data/es/segmenter/checkpoint.data-00000-of-00001 deleted file mode 100644 index 56d546c6b704aefbc0ae785b4675fd05e5f6e47e..0000000000000000000000000000000000000000 Binary files a/syntaxnet/examples/dragnn/data/es/segmenter/checkpoint.data-00000-of-00001 and /dev/null differ diff --git a/syntaxnet/examples/dragnn/data/es/segmenter/checkpoint.index b/syntaxnet/examples/dragnn/data/es/segmenter/checkpoint.index deleted file mode 100644 index 452e91c4724c684611e5f2781bdd22d3a52e39e5..0000000000000000000000000000000000000000 Binary files a/syntaxnet/examples/dragnn/data/es/segmenter/checkpoint.index and /dev/null differ diff --git a/syntaxnet/examples/dragnn/data/es/segmenter/label-map b/syntaxnet/examples/dragnn/data/es/segmenter/label-map deleted file mode 100644 index 3687553effeb92ebd09522525ab90ca96550315c..0000000000000000000000000000000000000000 --- a/syntaxnet/examples/dragnn/data/es/segmenter/label-map +++ /dev/null @@ -1,33 +0,0 @@ -32 -case 56548 -det 51438 -punct 40104 -nmod 33120 -obl 20916 -amod 19460 -conj 14420 -root 13477 -nsubj 13214 -obj 11448 -cc 11100 -mark 9681 -advmod 9517 -appos 7524 -iobj 6239 -flat 6110 -nummod 6054 -cop 5274 -acl 4722 -acl:relcl 4478 -advcl 3547 -aux 3483 -fixed 2365 -aux:pass 1578 -parataxis 1370 -ccomp 1320 -xcomp 1188 -dep 1021 -nsubj:pass 1006 -csubj 567 -compound 357 -csubj:pass 5 diff --git a/syntaxnet/examples/dragnn/data/es/segmenter/tag-map b/syntaxnet/examples/dragnn/data/es/segmenter/tag-map deleted file mode 100644 index 520407e48c5f54856f31bb83e8d6d2486e9bd8b1..0000000000000000000000000000000000000000 --- a/syntaxnet/examples/dragnn/data/es/segmenter/tag-map +++ /dev/null @@ -1,5 +0,0 @@ -4 -DET 3 -ADP 2 -ADJ 1 -VERB 1 diff --git a/syntaxnet/examples/dragnn/data/es/segmenter/tag-to-category b/syntaxnet/examples/dragnn/data/es/segmenter/tag-to-category deleted file mode 100644 index d86d23a253b3f6ef8a59c3677a8de651a148efb9..0000000000000000000000000000000000000000 --- a/syntaxnet/examples/dragnn/data/es/segmenter/tag-to-category +++ /dev/null @@ -1,5 +0,0 @@ - ADV -ADJ X -ADP X -DET DET -VERB X diff --git a/syntaxnet/examples/dragnn/data/es/tag-map b/syntaxnet/examples/dragnn/data/es/tag-map deleted file mode 100644 index 801a684280fc278ea90ab10293832176f96f15e3..0000000000000000000000000000000000000000 --- a/syntaxnet/examples/dragnn/data/es/tag-map +++ /dev/null @@ -1,397 +0,0 @@ -396 -attribute { name: "fPOS" value: "ADP++" } 59738 -attribute { name: "fPOS" value: "PUNCT++" } 40070 -attribute { name: "fPOS" value: "PROPN++" } 29368 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++" } 21896 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++" } 20405 -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } 16442 -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } 12487 -attribute { name: "fPOS" value: "CCONJ++" } 11583 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "NOUN++" } 9214 -attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } 7938 -attribute { name: "fPOS" value: "ADV++" } 7768 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 7707 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "NOUN++" } 7077 -attribute { name: "fPOS" value: "SCONJ++" } 6753 -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "VERB++" } 5402 -attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } 4984 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 4804 -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } 4672 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } 4402 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } 4082 -attribute { name: "Definite" value: "Ind" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } 3389 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } 3209 -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } 2953 -attribute { name: "fPOS" value: "NOUN++" } 2942 -attribute { name: "Definite" value: "Ind" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } 2868 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 2509 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 2476 -attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } 2071 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } 1984 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } 1792 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++" } 1759 -attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++" } 1615 -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "VERB++" } 1606 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 1516 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 1505 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } 1445 -attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "ADV++" } 1428 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } 1339 -attribute { name: "Degree" value: "Cmp" } attribute { name: "fPOS" value: "ADV++" } 1275 -attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "NOUN++" } 1237 -attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } 1184 -attribute { name: "fPOS" value: "SYM++" } 1184 -attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 1147 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 1048 -attribute { name: "fPOS" value: "X++" } 1026 -attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 888 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 878 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } 837 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 833 -attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } 781 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 761 -attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++" } 739 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++" } 731 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "ADJ++" } 642 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 633 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 612 -attribute { name: "Case" value: "Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 571 -attribute { name: "fPOS" value: "ADJ++" } 497 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "ADJ++" } 486 -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } 472 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } 464 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 441 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 398 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 393 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 388 -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "AUX++" } 384 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 377 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } 372 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } 365 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++" } 354 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++" } 350 -attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 348 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 330 -attribute { name: "Degree" value: "Cmp" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } 310 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "ADJ++" } 297 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } 271 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 270 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 269 -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 265 -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 234 -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 234 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 226 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 226 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "ADJ++" } 222 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "PROPN++" } 220 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 215 -attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 208 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 198 -attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "NOUN++" } 195 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "AUX++" } 187 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 185 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 182 -attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "PROPN++" } 177 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 176 -attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 175 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 173 -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } 172 -attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 167 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 164 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } 163 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 160 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 155 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } 155 -attribute { name: "Definite" value: "Ind" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } 151 -attribute { name: "Case" value: "Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 147 -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 147 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } 145 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 144 -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 143 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } 139 -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 138 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 134 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 130 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } 123 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 122 -attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 120 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 119 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 118 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 117 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 115 -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "PRON++" } 111 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } 110 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 109 -attribute { name: "Gender" value: "Fem" } attribute { name: "fPOS" value: "NOUN++" } 106 -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 106 -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 103 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "NOUN++" } 100 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } 99 -attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 99 -attribute { name: "Degree" value: "Cmp" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } 96 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } 95 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "PROPN++" } 90 -attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 88 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "NOUN++" } 83 -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "NOUN++" } 83 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 82 -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } 80 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 78 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } 76 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 76 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "NOUN++" } 73 -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "AUX++" } 72 -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 70 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 69 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 67 -attribute { name: "Case" value: "Nom" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 65 -attribute { name: "Definite" value: "Ind" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } 63 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 61 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 58 -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "PROPN++" } 58 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 56 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 55 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "fPOS" value: "X++" } 52 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 50 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "DET++" } 50 -attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "PROPN++" } 50 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "PROPN++" } 49 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 48 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "fPOS" value: "SYM++" } 48 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } 47 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 47 -attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "SYM++" } 47 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 47 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 47 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } 46 -attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } 46 -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 45 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 44 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 43 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "NOUN++" } 43 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 43 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } 40 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++" } 39 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "X++" } 39 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } 38 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 38 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 38 -attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 37 -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 36 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 36 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } 34 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "PROPN++" } 34 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++" } 33 -attribute { name: "Foreign" value: "Yes" } attribute { name: "fPOS" value: "X++" } 32 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } 31 -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 30 -attribute { name: "Degree" value: "Sup" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } 30 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "DET++" } 30 -attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 30 -attribute { name: "fPOS" value: "PART++" } 30 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } 29 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 28 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 28 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 27 -attribute { name: "Case" value: "Acc" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Pre" } attribute { name: "PronType" value: "Ind" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } 26 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "SYM++" } 26 -attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "X++" } 26 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 25 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 25 -attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } 25 -attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "CCONJ++" } 24 -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "X++" } 23 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } 21 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 21 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 20 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "X++" } 20 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 20 -attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++" } 20 -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "ADJ++" } 20 -attribute { name: "Degree" value: "Sup" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } 19 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 19 -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 18 -attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 18 -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "PROPN++" } 18 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "PROPN++" } 17 -attribute { name: "Gender" value: "Fem" } attribute { name: "fPOS" value: "PROPN++" } 17 -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 17 -attribute { name: "Foreign" value: "Yes" } attribute { name: "fPOS" value: "PROPN++" } 16 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 15 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } 15 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 15 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 15 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 15 -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "ADJ++" } 14 -attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Pre" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 13 -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 13 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 13 -attribute { name: "Degree" value: "Abs" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } 12 -attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } 11 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "SYM++" } 10 -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 10 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "fPOS" value: "X++" } 10 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } 9 -attribute { name: "Degree" value: "Cmp" } attribute { name: "fPOS" value: "ADJ++" } 9 -attribute { name: "Foreign" value: "Yes" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } 9 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } 9 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } 9 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 9 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "PRON++" } 9 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 9 -attribute { name: "Gender" value: "Fem" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } 8 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } 8 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } 8 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "SYM++" } 8 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 8 -attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "X++" } 8 -attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "PROPN++" } 8 -attribute { name: "Case" value: "Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 7 -attribute { name: "Degree" value: "Sup" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } 7 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 7 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "PRON++" } 7 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 7 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "SYM++" } 7 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 7 -attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "fPOS" value: "X++" } 7 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "fPOS" value: "X++" } 7 -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 6 -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Polite" value: "Form" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 6 -attribute { name: "Case" value: "Nom" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 6 -attribute { name: "Degree" value: "Abs" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } 6 -attribute { name: "Degree" value: "Abs" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 6 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } 6 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } 6 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "X++" } 6 -attribute { name: "Gender" value: "Masc" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 6 -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 6 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 6 -attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 6 -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 6 -attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 6 -attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Pre" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 5 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } 5 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 5 -attribute { name: "Degree" value: "Abs" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } 5 -attribute { name: "Degree" value: "Sup" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } 5 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 5 -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 5 -attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 5 -attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "fPOS" value: "X++" } 5 -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 5 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 5 -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "Polite" value: "Form" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 4 -attribute { name: "Case" value: "Com" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Ind" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } 4 -attribute { name: "Case" value: "Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 4 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } 4 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "PROPN++" } 4 -attribute { name: "Gender" value: "Fem" } attribute { name: "fPOS" value: "X++" } 4 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 4 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 4 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 4 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 4 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 4 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "fPOS" value: "SYM++" } 4 -attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 4 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 3 -attribute { name: "Case" value: "Com" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 3 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "SYM++" } 3 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 3 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } 3 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 3 -attribute { name: "Gender" value: "Masc" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 3 -attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "ADJ++" } 3 -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 3 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 3 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 3 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 3 -attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 3 -attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 3 -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 3 -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } 3 -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "X++" } 3 -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++DET" } 2 -attribute { name: "Degree" value: "Abs" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 2 -attribute { name: "Degree" value: "Cmp" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 2 -attribute { name: "Foreign" value: "Yes" } attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "X++" } 2 -attribute { name: "Foreign" value: "Yes" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } 2 -attribute { name: "Gender" value: "Fem" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 2 -attribute { name: "Gender" value: "Fem" } attribute { name: "fPOS" value: "ADJ++" } 2 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } 2 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 2 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 2 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 2 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "AUX++" } 2 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 2 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 2 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 2 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 2 -attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 2 -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 2 -attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 2 -attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 2 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 2 -attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "SYM++" } 2 -attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "X++" } 2 -attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 2 -attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "ADV++" } 2 -attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "PRON++" } 2 -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "NOUN++" } 2 -attribute { name: "fPOS" value: "X++ADP" } 2 -attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 1 -attribute { name: "Case" value: "Acc" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } 1 -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Case" value: "Com" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++DET" } 1 -attribute { name: "Degree" value: "Abs" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Degree" value: "Abs" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } 1 -attribute { name: "Degree" value: "Abs" } attribute { name: "fPOS" value: "ADJ++" } 1 -attribute { name: "Foreign" value: "Yes" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } 1 -attribute { name: "Foreign" value: "Yes" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++" } 1 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 1 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "X++" } 1 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "fPOS" value: "X++" } 1 -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "fPOS" value: "X++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "X++" } 1 -attribute { name: "Gender" value: "Masc" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 1 -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 1 -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 1 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 1 -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 1 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 1 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } 1 -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 1 -attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } 1 -attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } 1 -attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "fPOS" value: "X++" } 1 -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } 1 -attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "SYM++" } 1 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } 1 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "Number" value: "Sing" } attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "ADJ++" } 1 -attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } 1 -attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "ADP++" } 1 -attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } 1 -attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "DET++" } 1 -attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } 1 -attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } 1 -attribute { name: "fPOS" value: "X++ADJ" } 1 -attribute { name: "fPOS" value: "X++VERB" } 1 diff --git a/syntaxnet/examples/dragnn/data/es/tag-to-category b/syntaxnet/examples/dragnn/data/es/tag-to-category deleted file mode 100644 index f8c4834e46f4011f9ef5a16607772c5cb6092313..0000000000000000000000000000000000000000 --- a/syntaxnet/examples/dragnn/data/es/tag-to-category +++ /dev/null @@ -1,396 +0,0 @@ -attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Case" value: "Acc" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Pre" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Pre" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Pre" } attribute { name: "PronType" value: "Ind" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Dat" } attribute { name: "Person" value: "3" } attribute { name: "PrepCase" value: "Npr" } attribute { name: "PronType" value: "Prs" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "Polite" value: "Form" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Acc,Nom" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Polite" value: "Form" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Com" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Com" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Com" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Ind" } attribute { name: "Reflex" value: "Yes" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Case" value: "Dat" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Case" value: "Dat" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Nom" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Case" value: "Nom" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++DET" } -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Definite" value: "Def" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++DET" } -attribute { name: "Definite" value: "Ind" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Definite" value: "Ind" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Definite" value: "Ind" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Definite" value: "Ind" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Art" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Degree" value: "Abs" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Degree" value: "Abs" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Degree" value: "Abs" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Degree" value: "Abs" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Degree" value: "Abs" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Degree" value: "Abs" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Degree" value: "Abs" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Degree" value: "Abs" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Degree" value: "Cmp" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Degree" value: "Cmp" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Degree" value: "Cmp" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Degree" value: "Cmp" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Degree" value: "Cmp" } attribute { name: "fPOS" value: "ADV++" } -attribute { name: "Degree" value: "Sup" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Degree" value: "Sup" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Degree" value: "Sup" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Degree" value: "Sup" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Foreign" value: "Yes" } attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Foreign" value: "Yes" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Foreign" value: "Yes" } attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Foreign" value: "Yes" } attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Foreign" value: "Yes" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Foreign" value: "Yes" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Foreign" value: "Yes" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "SYM++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "SYM++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Gender" value: "Fem" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "SYM++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "SYM++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Part" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "SYM++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "SYM++" } -attribute { name: "Gender" value: "Masc" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Cnd" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Imp" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Fut" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Past" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Ind" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Imp" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Mood" value: "Sub" } attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Tense" value: "Pres" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } -attribute { name: "NumType" value: "Ord" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Plur" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } -attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "1" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "2" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Plur" } attribute { name: "Person" value: "3" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Number" value: "Plur" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Plur" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Plur" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "SYM++" } -attribute { name: "Number" value: "Plur" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Sing" } attribute { name: "NumType" value: "Card" } attribute { name: "fPOS" value: "NUM++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "1" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "fPOS" value: "SYM++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "2" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "fPOS" value: "SYM++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Person" value: "3" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Number" value: "Sing" } attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "Number" value: "Sing" } attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "Number" value: "Sing" } attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "SYM++" } -attribute { name: "Number" value: "Sing" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "ADP++" } -attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "ADV++" } -attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "CCONJ++" } -attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "Polarity" value: "Neg" } attribute { name: "fPOS" value: "X++" } -attribute { name: "Poss" value: "Yes" } attribute { name: "PronType" value: "Prs" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "PronType" value: "Dem" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "ADV++" } -attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "PronType" value: "Ind" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "PronType" value: "Int,Rel" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "PronType" value: "Neg" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "DET++" } -attribute { name: "PronType" value: "Tot" } attribute { name: "fPOS" value: "PRON++" } -attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "VerbForm" value: "Fin" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "VerbForm" value: "Ger" } attribute { name: "fPOS" value: "X++" } -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "AUX++" } -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "VERB++" } -attribute { name: "VerbForm" value: "Inf" } attribute { name: "fPOS" value: "X++" } -attribute { name: "fPOS" value: "ADJ++" } -attribute { name: "fPOS" value: "ADP++" } -attribute { name: "fPOS" value: "ADV++" } -attribute { name: "fPOS" value: "CCONJ++" } -attribute { name: "fPOS" value: "NOUN++" } -attribute { name: "fPOS" value: "PART++" } -attribute { name: "fPOS" value: "PROPN++" } -attribute { name: "fPOS" value: "PUNCT++" } -attribute { name: "fPOS" value: "SCONJ++" } -attribute { name: "fPOS" value: "SYM++" } -attribute { name: "fPOS" value: "X++" } -attribute { name: "fPOS" value: "X++ADJ" } -attribute { name: "fPOS" value: "X++ADP" } -attribute { name: "fPOS" value: "X++VERB" } diff --git a/syntaxnet/examples/dragnn/data/mini-english.checkpoint b/syntaxnet/examples/dragnn/data/mini-english.checkpoint deleted file mode 100644 index 5589e230610fdb447398636318f4b6c687b8ae8d..0000000000000000000000000000000000000000 Binary files a/syntaxnet/examples/dragnn/data/mini-english.checkpoint and /dev/null differ diff --git a/syntaxnet/examples/dragnn/data/mini-english.checkpoint.meta b/syntaxnet/examples/dragnn/data/mini-english.checkpoint.meta deleted file mode 100644 index b5a81663e2bad3367e21b24526521507bb2ae65a..0000000000000000000000000000000000000000 Binary files a/syntaxnet/examples/dragnn/data/mini-english.checkpoint.meta and /dev/null differ diff --git a/syntaxnet/examples/dragnn/interactive_text_analyzer.ipynb b/syntaxnet/examples/dragnn/interactive_text_analyzer.ipynb index 0f992289cf9b8a94f2de32429275a4c304c17e56..0f75e9c01dcc84d96837d0de5f4c6a54124c0710 100644 --- a/syntaxnet/examples/dragnn/interactive_text_analyzer.ipynb +++ b/syntaxnet/examples/dragnn/interactive_text_analyzer.ipynb @@ -46,8 +46,9 @@ "\n", " sess = tf.Session(graph=graph)\n", " with graph.as_default():\n", - " sess.run(tf.global_variables_initializer())\n", - " sess.run('save/restore_all', {'save/Const:0': os.path.join(base_dir, checkpoint_name)})\n", + " #sess.run(tf.global_variables_initializer())\n", + " #sess.run('save/restore_all', {'save/Const:0': os.path.join(base_dir, checkpoint_name)})\n", + " builder.saver.restore(sess, os.path.join(base_dir, checkpoint_name))\n", " \n", " def annotate_sentence(sentence):\n", " with graph.as_default():\n", @@ -55,8 +56,8 @@ " feed_dict={annotator['input_batch']: [sentence]})\n", " return annotate_sentence\n", "\n", - "segmenter_model = load_model(\"data/es/segmenter\", \"spec.textproto\", \"checkpoint\")\n", - "parser_model = load_model(\"data/es\", \"parser_spec.textproto\", \"checkpoint\")" + "segmenter_model = load_model(\"data/en/segmenter\", \"spec.textproto\", \"checkpoint\")\n", + "parser_model = load_model(\"data/en\", \"parser_spec.textproto\", \"checkpoint\")" ] }, { @@ -72,7 +73,7 @@ "def annotate_text(text):\n", " sentence = sentence_pb2.Sentence(\n", " text=text,\n", - " token=[sentence_pb2.Token(word=word, start=-1, end=-1) for word in text.split()]\n", + " token=[sentence_pb2.Token(word=text, start=-1, end=-1)]\n", " )\n", "\n", " # preprocess\n", @@ -85,7 +86,7 @@ " assert len(annotations) == 1\n", " assert len(traces) == 1\n", " return sentence_pb2.Sentence.FromString(annotations[0]), traces[0]\n", - "annotate_text(\"casa\"); None # just make sure it works" + "annotate_text(\"John is eating pizza with a fork\"); None # just make sure it works" ] }, { @@ -95,7 +96,7 @@ "editable": true }, "source": [ - "# Interactive trace explorer\n", + "# Interactive parse tree explorer\n", "Run the cell below, and then enter text in the interactive widget." ] }, @@ -109,21 +110,23 @@ }, "outputs": [], "source": [ - "def _trace_explorer(): # put stuff in a function to not pollute global scope\n", - " text = widgets.Text()\n", + "def _parse_tree_explorer(): # put stuff in a function to not pollute global scope\n", + " text = widgets.Text(\"John is eating pizza with anchovies\")\n", + " # Also try: John is eating pizza with a fork\n", " display.display(text)\n", - "\n", - " output = visualization.InteractiveVisualization()\n", - " display.display(display.HTML(output.initial_html()))\n", + " html = widgets.HTML()\n", + " display.display(html)\n", "\n", " def handle_submit(sender):\n", " del sender # unused\n", " parse_tree, trace = annotate_text(text.value)\n", - " display.display(display.HTML(output.show_trace(trace)))\n", - "\n", + " html.value = u\"\"\"\n", + "
{}
\n", + " \n", + " \"\"\".format(render_parse_tree_graphviz.parse_tree_graph(parse_tree))\n", "\n", " text.on_submit(handle_submit)\n", - "_trace_explorer()" + "_parse_tree_explorer()" ] }, { @@ -133,7 +136,7 @@ "editable": true }, "source": [ - "# Interactive parse tree explorer\n", + "# Interactive trace explorer\n", "Run the cell below, and then enter text in the interactive widget." ] }, @@ -147,22 +150,21 @@ }, "outputs": [], "source": [ - "def _parse_tree_explorer(): # put stuff in a function to not pollute global scope\n", - " text = widgets.Text()\n", + "def _trace_explorer(): # put stuff in a function to not pollute global scope\n", + " text = widgets.Text(\"John is eating pizza with anchovies\")\n", " display.display(text)\n", - " html = widgets.HTML()\n", - " display.display(html)\n", + "\n", + " output = visualization.InteractiveVisualization()\n", + " display.display(display.HTML(output.initial_html()))\n", "\n", " def handle_submit(sender):\n", " del sender # unused\n", " parse_tree, trace = annotate_text(text.value)\n", - " html.value = u\"\"\"\n", - "
{}
\n", - " \n", - " \"\"\".format(render_parse_tree_graphviz.parse_tree_graph(parse_tree))\n", + " display.display(display.HTML(output.show_trace(trace)))\n", + "\n", "\n", " text.on_submit(handle_submit)\n", - "_parse_tree_explorer()" + "_trace_explorer()" ] } ], @@ -182,7 +184,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", - "version": "2.7.9" + "version": "2.7.6" } }, "nbformat": 4, diff --git a/syntaxnet/examples/dragnn/test_run_all_tutorials.sh b/syntaxnet/examples/dragnn/test_run_all_tutorials.sh new file mode 100755 index 0000000000000000000000000000000000000000..ed9cfb1edf6d1b3e3cccb17ff13cf132032a9ded --- /dev/null +++ b/syntaxnet/examples/dragnn/test_run_all_tutorials.sh @@ -0,0 +1,27 @@ +#!/bin/bash + +# Bazel should pass the location of tutorials on the command line. We convert +# these into absolute paths so we can 'cd' into a temporary directory. +# +# Also note that while modern versions of `readlink` support multiple arguments, +# old versions don't seem to. +tutorials=($(for i in "$@"; do readlink -f "$i"; done)) + +set -e + +# Note: This doesn't normally exist, and in fact no environment variables seem +# to provide a substitute, but it may still be useful to provide as an override, +# just in case /tmp is inacessible. +mkdir -p "${TEST_TMPDIR:-/tmp/test-tutorials}" +cd "${TEST_TMPDIR:-/tmp/test-tutorials}" + +rm -f *.html +for tutorial in "${tutorials[@]}"; do + "$tutorial" +done +for i in 1 2; do + if ! [[ -f "dragnn_tutorial_$i.html" ]]; then + echo "Expected dragnn_tutorial_$i.html to be written." >&2 + exit 1 + fi +done diff --git a/syntaxnet/examples/dragnn/basic_parser_tutorial.ipynb b/syntaxnet/examples/dragnn/trainer_tutorial.ipynb similarity index 75% rename from syntaxnet/examples/dragnn/basic_parser_tutorial.ipynb rename to syntaxnet/examples/dragnn/trainer_tutorial.ipynb index a0fc14b273340626f22204f6b90724b0fbce5b14..06e885d60d6bb796b0b481b1849eb86dc5991f48 100644 --- a/syntaxnet/examples/dragnn/basic_parser_tutorial.ipynb +++ b/syntaxnet/examples/dragnn/trainer_tutorial.ipynb @@ -41,15 +41,14 @@ "from dragnn.python import trainer_lib\n", "from dragnn.python import visualization\n", "\n", - "DATA_DIR = \"/opt/tensorflow/syntaxnet/examples/dragnn/data\"\n", - "TENSORBOARD_DIR = \"/notebooks/tensorboard\"\n", - "CHECKPOINT_FILENAME = \"{}/mini-english.checkpoint\".format(DATA_DIR)\n", - "TRAINING_CORPUS_PATH = \"{}/es-universal-train.conll\".format(DATA_DIR)\n", - "DEV_CORPUS_PATH = \"{}/es-universal-dev.conll\".format(DATA_DIR)\n", - "PROJECTIVIZE_TRAINING_CORPUS = True\n", + "DATA_DIR = '/opt/tensorflow/syntaxnet/examples/dragnn/data/es'\n", + "TENSORBOARD_DIR = '/notebooks/tensorboard'\n", + "CHECKPOINT_FILENAME = '{}/spanish.checkpoint'.format(DATA_DIR)\n", + "TRAINING_CORPUS_PATH = '{}/es-universal-train.conll'.format(DATA_DIR)\n", + "DEV_CORPUS_PATH = '{}/es-universal-dev.conll'.format(DATA_DIR)\n", "\n", "# Some of the IO functions fail miserably if data is missing.\n", - "assert os.path.isfile(TRAINING_CORPUS_PATH), \"Couldn't find training corpus\"\n", + "assert os.path.isfile(TRAINING_CORPUS_PATH), 'Could not find training corpus'\n", "\n", "logging.set_verbosity(logging.WARN)\n", "\n", @@ -57,7 +56,7 @@ "# the training data.\n", "lexicon.build_lexicon(DATA_DIR, TRAINING_CORPUS_PATH)\n", "\n", - "# Construct the \"lookahead\" ComponentSpec. This is a simple right-to-left RNN\n", + "# Construct the 'lookahead' ComponentSpec. This is a simple right-to-left RNN\n", "# sequence model, which encodes the context to the right of each token. It has\n", "# no loss except for the downstream components.\n", "lookahead = spec_builder.ComponentSpecBuilder('lookahead')\n", @@ -66,7 +65,7 @@ "lookahead.set_transition_system(name='shift-only', left_to_right='true')\n", "lookahead.add_fixed_feature(name='words', fml='input.word', embedding_dim=64)\n", "lookahead.add_rnn_link(embedding_dim=-1)\n", - "lookahead.fill_from_resources(RESOURCE_PATH)\n", + "lookahead.fill_from_resources(DATA_DIR)\n", "\n", "# Construct the ComponentSpec for tagging. This is a simple left-to-right RNN\n", "# sequence tagger.\n", @@ -98,7 +97,7 @@ " source_translator='shift-reduce-step', # maps token indices -> step\n", " embedding_dim=32) # project down to 32 dims\n", "\n", - "parser.fill_from_resources(RESOURCE_PATH)\n", + "parser.fill_from_resources(DATA_DIR)\n", "\n", "master_spec = spec_pb2.MasterSpec()\n", "master_spec.component.extend([lookahead.spec, tagger.spec, parser.spec])\n", @@ -115,33 +114,40 @@ }, "outputs": [], "source": [ - "# Run a small pre-trained English parser on this sentence.\n", - "\n", - "text = \"Did you see that big red car ?\"\n", - "tokens = [sentence_pb2.Token(word=word, start=-1, end=-1) for word in text.split()]\n", - "sentence = sentence_pb2.Sentence()\n", - "sentence.token.extend(tokens)\n", - "\n", - "# Build the TensorFlow graph.\n", + "# Build the TensorFlow graph based on the DRAGNN network spec.\n", "graph = tf.Graph()\n", "with graph.as_default():\n", - " hyperparam_config = spec_pb2.GridPoint()\n", + " hyperparam_config = spec_pb2.GridPoint(\n", + " learning_method='adam',\n", + " learning_rate=0.0005, \n", + " adam_beta1=0.9, adam_beta2=0.9, adam_eps=0.001,\n", + " dropout_rate=0.8, gradient_clip_norm=1,\n", + " use_moving_average=True,\n", + " seed=1)\n", " builder = graph_builder.MasterBuilder(master_spec, hyperparam_config)\n", - "\n", - " target = spec_pb2.TrainTarget()\n", - " target.name = 'all'\n", - " target.unroll_using_oracle.extend([True, False, True])\n", - " target.component_weights.extend([0.5, 0, 0.5])\n", - " trainer = builder.add_training_from_config(target, trace_only=True)\n", + " target = spec_pb2.TrainTarget(\n", + " name='all',\n", + " unroll_using_oracle=[False, True, True], # train tagger & parser on gold unrolling, skip lookahead\n", + " component_weights=[0, 0.5, 0.5]) # tagger and parser losses have equal weights\n", + " trainer = builder.add_training_from_config(target)\n", " annotator = builder.add_annotation(enable_tracing=True)\n", " builder.add_saver()\n", "\n", + "# Train on Spanish data for N_STEPS steps and evaluate.\n", + "N_STEPS = 20\n", + "BATCH_SIZE = 64\n", "with tf.Session(graph=graph) as sess:\n", - " builder.saver.restore(sess, CHECKPOINT_FILENAME)\n", - " annotations, traces = sess.run([annotator['annotations'], annotator['traces']],\n", - " feed_dict={annotator['input_batch']: [sentence.SerializeToString()]})\n", - "\n", - "HTML(visualization.trace_html(traces[0]))" + " sess.run(tf.global_variables_initializer())\n", + " training_corpus = ConllSentenceReader(\n", + " TRAINING_CORPUS_PATH, projectivize=True).corpus()\n", + " dev_corpus = ConllSentenceReader(DEV_CORPUS_PATH).corpus()[:200]\n", + " for step in xrange(N_STEPS):\n", + " trainer_lib.run_training_step(sess, trainer, training_corpus, batch_size=BATCH_SIZE)\n", + " tf.logging.warning('Step %d/%d', step + 1, N_STEPS)\n", + " parsed_dev_corpus = trainer_lib.annotate_dataset(sess, annotator, dev_corpus)\n", + " pos, uas, las = evaluation.calculate_parse_metrics(dev_corpus, parsed_dev_corpus)\n", + " tf.logging.warning('POS %.2f UAS %.2f LAS %.2f', pos, uas, las)\n", + " builder.saver.save(sess, CHECKPOINT_FILENAME)\n" ] }, { @@ -154,8 +160,20 @@ }, "outputs": [], "source": [ - "parsed_sentence = sentence_pb2.Sentence.FromString(annotations[0])\n", - "HTML(render_parse_tree_graphviz.parse_tree_graph(parsed_sentence))" + "# Visualize the output of our mini-trained model on a test sentence.\n", + "\n", + "text = '¿ Viste ese gran coche rojo ?'\n", + "tokens = [sentence_pb2.Token(word=word, start=-1, end=-1) for word in text.split()]\n", + "sentence = sentence_pb2.Sentence()\n", + "sentence.token.extend(tokens)\n", + "\n", + "with tf.Session(graph=graph) as sess:\n", + " # Restore the model we just trained.\n", + " builder.saver.restore(sess, CHECKPOINT_FILENAME)\n", + " annotations, traces = sess.run([annotator['annotations'], annotator['traces']],\n", + " feed_dict={annotator['input_batch']: [sentence.SerializeToString()]})\n", + "\n", + "HTML(visualization.trace_html(traces[0]))" ] }, { @@ -168,18 +186,8 @@ }, "outputs": [], "source": [ - "# Train on Spanish data for 100 steps and evaluate.\n", - "\n", - "with tf.Session(graph=graph) as sess:\n", - " sess.run(tf.global_variables_initializer())\n", - " training_corpus = ConllSentenceReader(\n", - " TRAINING_CORPUS_PATH, projectivize=PROJECTIVIZE_TRAINING_CORPUS).corpus()\n", - " dev_corpus = ConllSentenceReader(DEV_CORPUS_PATH).corpus()\n", - " builder.saver.restore(sess, CHECKPOINT_FILENAME)\n", - " for step in xrange(100):\n", - " trainer_lib.run_training_step(sess, trainer, training_corpus, batch_size=4)\n", - " parsed_eval_corpus = trainer_lib.annotate_dataset(sess, annotator, eval_corpus)\n", - " print \"POS %.2f UAS %.2f LAS %.2f\" % evaluation.calculate_parse_metrics(eval_corpus, parsed_eval_corpus)" + "parsed_sentence = sentence_pb2.Sentence.FromString(annotations[0])\n", + "HTML(render_parse_tree_graphviz.parse_tree_graph(parsed_sentence))" ] }, { @@ -210,7 +218,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", - "version": "2.7.6" + "version": "2.7.9" } }, "nbformat": 4, diff --git a/syntaxnet/examples/dragnn/tutorial_1.py b/syntaxnet/examples/dragnn/tutorial_1.py new file mode 100644 index 0000000000000000000000000000000000000000..57223d4d293a61f70cc99c29f8be22646428f65e --- /dev/null +++ b/syntaxnet/examples/dragnn/tutorial_1.py @@ -0,0 +1,77 @@ +"""First example--RNN POS tagger.""" +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import os.path + +import tensorflow as tf +from google.protobuf import text_format +from dragnn.protos import spec_pb2 +from dragnn.python import graph_builder +from dragnn.python import lexicon +from dragnn.python import spec_builder +from dragnn.python import visualization +from syntaxnet import sentence_pb2 + +import dragnn.python.load_dragnn_cc_impl +import syntaxnet.load_parser_ops + +data_dir = os.path.join( + os.path.dirname(os.path.abspath(__file__)), 'tutorial_data') +lexicon_dir = '/tmp/tutorial/lexicon' +training_sentence = os.path.join(data_dir, 'sentence.prototext') +if not os.path.isdir(lexicon_dir): + os.makedirs(lexicon_dir) + + +def main(argv): + del argv # unused + # Constructs lexical resources for SyntaxNet in the given resource path, from + # the training data. + lexicon.build_lexicon( + lexicon_dir, + training_sentence, + training_corpus_format='sentence-prototext') + + # Construct the ComponentSpec for tagging. This is a simple left-to-right RNN + # sequence tagger. + tagger = spec_builder.ComponentSpecBuilder('tagger') + tagger.set_network_unit(name='FeedForwardNetwork', hidden_layer_sizes='256') + tagger.set_transition_system(name='tagger') + tagger.add_fixed_feature(name='words', fml='input.word', embedding_dim=64) + tagger.add_rnn_link(embedding_dim=-1) + tagger.fill_from_resources(lexicon_dir) + + master_spec = spec_pb2.MasterSpec() + master_spec.component.extend([tagger.spec]) + + hyperparam_config = spec_pb2.GridPoint() + + # Build the TensorFlow graph. + graph = tf.Graph() + with graph.as_default(): + builder = graph_builder.MasterBuilder(master_spec, hyperparam_config) + + target = spec_pb2.TrainTarget() + target.name = 'all' + target.unroll_using_oracle.extend([True]) + dry_run = builder.add_training_from_config(target, trace_only=True) + + # Read in serialized protos from training data. + sentence = sentence_pb2.Sentence() + text_format.Merge(open(training_sentence).read(), sentence) + training_set = [sentence.SerializeToString()] + + with tf.Session(graph=graph) as sess: + # Make sure to re-initialize all underlying state. + sess.run(tf.initialize_all_variables()) + traces = sess.run( + dry_run['traces'], feed_dict={dry_run['input_batch']: training_set}) + + with open('dragnn_tutorial_1.html', 'w') as f: + f.write(visualization.trace_html(traces[0], height='300px').encode('utf-8')) + + +if __name__ == '__main__': + tf.app.run() diff --git a/syntaxnet/examples/dragnn/tutorial_2.py b/syntaxnet/examples/dragnn/tutorial_2.py new file mode 100644 index 0000000000000000000000000000000000000000..82be2115bd09e4e6e0c75429b063b66c1439ea2f --- /dev/null +++ b/syntaxnet/examples/dragnn/tutorial_2.py @@ -0,0 +1,104 @@ +"""Second example: separate tagger and parser.""" +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import os.path + +import tensorflow as tf +from google.protobuf import text_format +from dragnn.protos import spec_pb2 +from dragnn.python import graph_builder +from dragnn.python import lexicon +from dragnn.python import spec_builder +from dragnn.python import visualization +from syntaxnet import sentence_pb2 + +import dragnn.python.load_dragnn_cc_impl +import syntaxnet.load_parser_ops + +data_dir = os.path.join( + os.path.dirname(os.path.abspath(__file__)), 'tutorial_data') +lexicon_dir = '/tmp/tutorial/lexicon' +training_sentence = os.path.join(data_dir, 'sentence.prototext') +if not os.path.isdir(lexicon_dir): + os.makedirs(lexicon_dir) + + +def main(argv): + del argv # unused + # Constructs lexical resources for SyntaxNet in the given resource path, from + # the training data. + lexicon.build_lexicon( + lexicon_dir, + training_sentence, + training_corpus_format='sentence-prototext') + + # Construct the ComponentSpec for tagging. This is a simple left-to-right RNN + # sequence tagger. + tagger = spec_builder.ComponentSpecBuilder('tagger') + tagger.set_network_unit(name='FeedForwardNetwork', hidden_layer_sizes='256') + tagger.set_transition_system(name='tagger') + tagger.add_fixed_feature(name='words', fml='input.word', embedding_dim=64) + tagger.add_rnn_link(embedding_dim=-1) + tagger.fill_from_resources(lexicon_dir) + + # Construct the ComponentSpec for parsing. + parser = spec_builder.ComponentSpecBuilder('parser') + parser.set_network_unit( + name='FeedForwardNetwork', + hidden_layer_sizes='256', + layer_norm_hidden='True') + parser.set_transition_system(name='arc-standard') + parser.add_token_link( + source=tagger, + fml='input.focus stack.focus stack(1).focus', + embedding_dim=32, + source_layer='logits') + + # Recurrent connection for the arc-standard parser. For both tokens on the + # stack, we connect to the last time step to either SHIFT or REDUCE that + # token. This allows the parser to build up compositional representations of + # phrases. + parser.add_link( + source=parser, # recurrent connection + name='rnn-stack', # unique identifier + fml='stack.focus stack(1).focus', # look for both stack tokens + source_translator='shift-reduce-step', # maps token indices -> step + embedding_dim=32) # project down to 32 dims + parser.fill_from_resources(lexicon_dir) + + master_spec = spec_pb2.MasterSpec() + master_spec.component.extend([tagger.spec, parser.spec]) + + hyperparam_config = spec_pb2.GridPoint() + + # Build the TensorFlow graph. + graph = tf.Graph() + with graph.as_default(): + builder = graph_builder.MasterBuilder(master_spec, hyperparam_config) + + target = spec_pb2.TrainTarget() + target.name = 'all' + target.unroll_using_oracle.extend([True, True]) + dry_run = builder.add_training_from_config(target, trace_only=True) + + # Read in serialized protos from training data. + sentence = sentence_pb2.Sentence() + text_format.Merge(open(training_sentence).read(), sentence) + training_set = [sentence.SerializeToString()] + + with tf.Session(graph=graph) as sess: + # Make sure to re-initialize all underlying state. + sess.run(tf.initialize_all_variables()) + traces = sess.run( + dry_run['traces'], feed_dict={dry_run['input_batch']: training_set}) + + with open('dragnn_tutorial_2.html', 'w') as f: + f.write( + visualization.trace_html( + traces[0], height='400px', master_spec=master_spec).encode('utf-8')) + + +if __name__ == '__main__': + tf.app.run() diff --git a/syntaxnet/examples/dragnn/tutorial_data/sentence.prototext b/syntaxnet/examples/dragnn/tutorial_data/sentence.prototext new file mode 100644 index 0000000000000000000000000000000000000000..41ed148e8fddf55f37ed6247691b88f655bbe37e --- /dev/null +++ b/syntaxnet/examples/dragnn/tutorial_data/sentence.prototext @@ -0,0 +1,90 @@ +text: "fair enough; you people have eaten me." +token { + word: "fair" + start: 0 + end: 3 + tag: "JJ" + category: "ADJ" + label: "ROOT" + break_level: NO_BREAK +} +token { + word: "enough" + start: 5 + end: 10 + head: 0 + tag: "RB" + category: "ADV" + label: "advmod" + break_level: SPACE_BREAK +} +token { + word: ";" + start: 11 + end: 11 + head: 0 + tag: ":" + category: "." + label: "p" + break_level: NO_BREAK +} +token { + word: "you" + start: 13 + end: 15 + head: 4 + tag: "PRP" + category: "PRON" + label: "dep" + break_level: SPACE_BREAK +} +token { + word: "people" + start: 17 + end: 22 + head: 6 + tag: "NNS" + category: "NOUN" + label: "nsubj" + break_level: SPACE_BREAK +} +token { + word: "have" + start: 24 + end: 27 + head: 6 + tag: "VBP" + category: "VERB" + label: "aux" + break_level: SPACE_BREAK +} +token { + word: "eaten" + start: 29 + end: 33 + head: 0 + tag: "VBN" + category: "VERB" + label: "parataxis" + break_level: SPACE_BREAK +} +token { + word: "me" + start: 35 + end: 36 + head: 6 + tag: "PRP" + category: "PRON" + label: "dobj" + break_level: SPACE_BREAK +} +token { + word: "." + start: 37 + end: 37 + head: 0 + tag: "." + category: "." + label: "p" + break_level: NO_BREAK +} diff --git a/syntaxnet/ff_nn_schematic.png b/syntaxnet/ff_nn_schematic.png deleted file mode 100644 index ba69deb0fa2eb7f878ab8592ebef9356f03f153f..0000000000000000000000000000000000000000 Binary files a/syntaxnet/ff_nn_schematic.png and /dev/null differ diff --git a/syntaxnet/g3doc/CLOUD.md b/syntaxnet/g3doc/CLOUD.md index 3961bfd7ae7aa0db7ced7129b0c73ad79c1414ac..8bc195375281ac71217851343efe6fa726c6c4eb 100644 --- a/syntaxnet/g3doc/CLOUD.md +++ b/syntaxnet/g3doc/CLOUD.md @@ -79,8 +79,7 @@ Run this command to download and run the container, setting up the port forwarding to be able to access the notebook. ```shell -docker load -i -docker run --rm -ti -p 8888:8888 dragnn +sudo docker run --rm -ti -p 8888:8888 tensorflow/syntaxnet ``` ### 7. Connect to the server, load the IPython Notebook diff --git a/syntaxnet/g3doc/conll2017/README.md b/syntaxnet/g3doc/conll2017/README.md index 21c769085371026dce6cace6934fedc56cdbb5d8..03f619fe0a2fb460e2b76a47b67644653cac61ae 100644 --- a/syntaxnet/g3doc/conll2017/README.md +++ b/syntaxnet/g3doc/conll2017/README.md @@ -5,86 +5,88 @@ on Dependency Parsing](http://universaldependencies.org/conll17/). Note that we are providing detailed tutorials to make it easier to use DRAGNN as a platform for improving upon the baselines. -Please see our [paper](paper.pdf) more technical details about the model. +Please see our [paper](paper.pdf) for more technical details about the model. ## Running the baselines * Install SyntaxNet/DRAGNN following the install instructions. -* Download the models [here](https://drive.google.com/file/d/0BxpbZGYVZsEeSFdrUnBNMUp1YzQ/view?usp=sharing) -* Download the contest [data and tools](http://universaldependencies.org/conll17/) +* Download the models + [here](https://drive.google.com/file/d/0BxpbZGYVZsEeSFdrUnBNMUp1YzQ/view?usp=sharing) +* Download the contest [data and + tools](http://universaldependencies.org/conll17/) * Run the baseline_eval.py to run the pre-trained tokenizer and evaluate on the dev set. -You should obtain the following results on the dev sets with gold -segmentation. Note: Our segmenter does not split multi-word tokens, which may -not play nice (yet) the official evaluation script. +You should obtain the following results on the dev sets with gold segmentation. +Note: Our segmenter does not split multi-word tokens, which may not play nice +(yet) with the official evaluation script. -| Language | UAS | LAS | -| -------- | :--------: | :-------------: | -| Ancient_Greek-PROIEL | 81.52 | 76.87 | -| Ancient_Greek | 70.96 | 65.13 | -| Arabic | 84.79 | 78.90 | -| Basque | 80.96 | 77.19 | -| Bulgarian | 91.33 | 86.77 | -| Catalan | 91.32 | 88.76 | -| Chinese | 77.56 | 71.96 | -| Croatian | 86.62 | 81.84 | -| Czech-CAC | 89.99 | 86.09 | -| Czech-CLTT | 78.25 | 73.70 | -| Czech | 89.55 | 85.23 | -| Danish | 84.69 | 81.36 | -| Dutch-LassySmall | 84.12 | 80.85 | -| Dutch | 86.68 | 81.91 | -| English-LinES | 82.43 | 78.46 | -| English-ParTUT | 83.55 | 79.00 | -| English | 87.60 | 84.20 | -| Estonian | 75.77 | 67.76 | -| Finnish-FTB | 87.54 | 83.70 | -| Finnish | 87.05 | 83.33 | -| French-ParTUT | 85.12 | 80.79 | -| French-Sequoia | 87.90 | 85.74 | -| French | 91.05 | 88.48 | -| Galician-TreeGal | 75.26 | 69.50 | -| Galician | 84.64 | 81.58 | -| German | 85.53 | 81.27 | -| Gothic | 81.79 | 74.99 | -| Greek | 86.99 | 84.23 | -| Hebrew | 87.79 | 82.18 | -| Hindi | 93.73 | 90.10 | -| Hungarian | 78.68 | 73.03 | -| Indonesian | 83.02 | 76.51 | -| Irish | 75.02 | 65.66 | -| Italian-ParTUT | 85.09 | 80.90 | -| Italian | 90.73 | 87.71 | -| Japanese | 95.33 | 93.99 | -| Kazakh | 28.09 | 7.87 | -| Korean | 81.21 | 76.78 | -| Latin-ITTB | 82.86 | 78.43 | -| Latin-PROIEL | 79.52 | 73.58 | -| Latin | 64.72 | 54.59 | -| Latvian | 76.17 | 70.55 | -| Norwegian-Bokmaal | 91.23 | 88.79 | -| Norwegian-Nynorsk | 89.32 | 86.67 | -| Old_Church_Slavonic | 84.96 | 79.65 | -| Persian | 87.70 | 83.98 | -| Polish | 91.32 | 86.83 | -| Portuguese-BR | 92.36 | 90.60 | -| Portuguese | 90.60 | 88.12 | -| Romanian | 89.41 | 83.00 | -| Russian-SynTagRus | 91.51 | 89.05 | -| Russian | 85.18 | 80.71 | -| Slovak | 88.08 | 82.64 | -| Slovenian-SST | 66.77 | 59.38 | -| Slovenian | 89.85 | 87.62 | -| Spanish-AnCora | 91.02 | 88.61 | -| Spanish | 90.32 | 87.16 | -| Swedish-LinES | 83.67 | 78.96 | -| Swedish | 82.45 | 78.75 | -| Turkish | 68.81 | 60.57 | -| Ukrainian | 72.19 | 62.79 | -| Urdu | 85.50 | 79.19 | -| Uyghur | 69.23 | 43.27 | -| Vietnamese | 65.18 | 55.61 | +Language | UAS | LAS +-------------------- | :---: | :---: +Ancient_Greek-PROIEL | 81.52 | 76.87 +Ancient_Greek | 70.96 | 65.13 +Arabic | 84.79 | 78.90 +Basque | 80.96 | 77.19 +Bulgarian | 91.33 | 86.77 +Catalan | 91.32 | 88.76 +Chinese | 77.56 | 71.96 +Croatian | 86.62 | 81.84 +Czech-CAC | 89.99 | 86.09 +Czech-CLTT | 78.25 | 73.70 +Czech | 89.55 | 85.23 +Danish | 84.69 | 81.36 +Dutch-LassySmall | 84.12 | 80.85 +Dutch | 86.68 | 81.91 +English-LinES | 82.43 | 78.46 +English-ParTUT | 83.55 | 79.00 +English | 87.60 | 84.20 +Estonian | 75.77 | 67.76 +Finnish-FTB | 87.54 | 83.70 +Finnish | 87.05 | 83.33 +French-ParTUT | 85.12 | 80.79 +French-Sequoia | 87.90 | 85.74 +French | 91.05 | 88.48 +Galician-TreeGal | 75.26 | 69.50 +Galician | 84.64 | 81.58 +German | 85.53 | 81.27 +Gothic | 81.79 | 74.99 +Greek | 86.99 | 84.23 +Hebrew | 87.79 | 82.18 +Hindi | 93.73 | 90.10 +Hungarian | 78.68 | 73.03 +Indonesian | 83.02 | 76.51 +Irish | 75.02 | 65.66 +Italian-ParTUT | 85.09 | 80.90 +Italian | 90.73 | 87.71 +Japanese | 95.33 | 93.99 +Kazakh | 28.09 | 7.87 +Korean | 81.21 | 76.78 +Latin-ITTB | 82.86 | 78.43 +Latin-PROIEL | 79.52 | 73.58 +Latin | 64.72 | 54.59 +Latvian | 76.17 | 70.55 +Norwegian-Bokmaal | 91.23 | 88.79 +Norwegian-Nynorsk | 89.32 | 86.67 +Old_Church_Slavonic | 84.96 | 79.65 +Persian | 87.70 | 83.98 +Polish | 91.32 | 86.83 +Portuguese-BR | 92.36 | 90.60 +Portuguese | 90.60 | 88.12 +Romanian | 89.41 | 83.00 +Russian-SynTagRus | 91.51 | 89.05 +Russian | 85.18 | 80.71 +Slovak | 88.08 | 82.64 +Slovenian-SST | 66.77 | 59.38 +Slovenian | 89.85 | 87.62 +Spanish-AnCora | 91.02 | 88.61 +Spanish | 90.32 | 87.16 +Swedish-LinES | 83.67 | 78.96 +Swedish | 82.45 | 78.75 +Turkish | 68.81 | 60.57 +Ukrainian | 72.19 | 62.79 +Urdu | 85.50 | 79.19 +Uyghur | 69.23 | 43.27 +Vietnamese | 65.18 | 55.61 ## Using DRAGNN for developing your own models diff --git a/syntaxnet/g3doc/conll2017/cooking.md b/syntaxnet/g3doc/conll2017/cooking.md index 648fbcea16c66628cfe5837303b50cad3b748576..4f15b804e66c65e588cd244405b46e1a5db8b442 100644 --- a/syntaxnet/g3doc/conll2017/cooking.md +++ b/syntaxnet/g3doc/conll2017/cooking.md @@ -21,8 +21,8 @@ _First, assemble your network inside your DRAGNN dish:_ spatula to mark the word boundaries for the rest of the model. * Next, lay the second LSTM backwards across the top of the first. Don't forget to project the hidden layer down by 1/4 with each LSTM you add to the - pan. Remember, you only need to put a LSTM cell down just once for each word - you marked in the previous step. + pan. Remember, you only need to put an LSTM cell down just once for each + word you marked in the previous step. * Now lay down your final LSTM running in the forwards direction. Sprinkle with POS tags at a ratio of 1:8. * Finally, gently put the feed-forward cell down on top. Carefully braid the diff --git a/syntaxnet/looping-parser.gif b/syntaxnet/looping-parser.gif deleted file mode 100644 index 849ac5db7419cea2c1eb9dfff40681b8c70fe9eb..0000000000000000000000000000000000000000 Binary files a/syntaxnet/looping-parser.gif and /dev/null differ diff --git a/syntaxnet/sawman.png b/syntaxnet/sawman.png deleted file mode 100644 index 567bf98056ad52be4ca8dcde457ad79064788ae2..0000000000000000000000000000000000000000 Binary files a/syntaxnet/sawman.png and /dev/null differ diff --git a/syntaxnet/syntaxnet/demo.sh b/syntaxnet/syntaxnet/demo.sh old mode 100755 new mode 100644 diff --git a/syntaxnet/universal.md b/syntaxnet/universal.md deleted file mode 100644 index b6cf3044e983b419d5409b64d2ed1cb9ee690e03..0000000000000000000000000000000000000000 --- a/syntaxnet/universal.md +++ /dev/null @@ -1,104 +0,0 @@ -# Parsey's Cousins. - -A collection of pretrained syntactic models is now available for download at -`http://download.tensorflow.org/models/parsey_universal/.zip` - -After downloading and unzipping a model, you can run it similarly to -Parsey McParseface with: - -```shell - MODEL_DIRECTORY=/where/you/unzipped/the/model/files - cat sentences.txt | syntaxnet/models/parsey_universal/parse.sh \ - $MODEL_DIRECTORY > output.conll -``` - -These models are trained on -[Universal Dependencies](http://universaldependencies.org/) datasets v1.3. -The following table shows their accuracy on Universal -Dependencies test sets for different types of annotations. - -Language | No. tokens | POS | fPOS | Morph | UAS | LAS --------- | :--: | :--: | :--: | :--: | :--: | :--: | :--: -Ancient_Greek-PROIEL | 18502 | 97.14% | 96.97% | 89.77% | 78.74% | 73.15% -Ancient_Greek | 25251 | 93.22% | 84.22% | 90.01% | 68.98% | 62.07% -Arabic | 28268 | 95.65% | 91.03% | 91.23% | 81.49% | 75.82% -Basque | 24374 | 94.88% | - | 87.82% | 78.00% | 73.36% -Bulgarian | 15734 | 97.71% | 95.14% | 94.61% | 89.35% | 85.01% -Catalan | 59503 | 98.06% | 98.06% | 97.56% | 90.47% | 87.64% -Chinese | 12012 | 91.32% | 90.89% | 98.76% | 76.71% | 71.24% -Croatian | 4125 | 94.67% | - | 86.69% | 80.65% | 74.06% -Czech-CAC | 10862 | 98.11% | 92.43% | 91.43% | 87.28% | 83.44% -Czech-CLTT | 4105 | 95.79% | 87.36% | 86.33% | 77.34% | 73.40% -Czech | 173920 | 98.12% | 93.76% | 93.13% | 89.47% | 85.93% -Danish | 5884 | 95.28% | - | 95.24% | 79.84% | 76.34% -Dutch-LassySmall | 4562 | 95.62% | - | 95.44% | 81.63% | 78.08% -Dutch | 5843 | 89.89% | 86.03% | 89.12% | 77.70% | 71.21% -English-LinES | 8481 | 95.34% | 93.11% | - | 81.50% | 77.37% -English | 25096 | 90.48% | 89.71% | 91.30% | 84.79% | 80.38% -Estonian | 23670 | 95.92% | 96.76% | 92.73% | 83.10% | 78.83% -Finnish-FTB | 16286 | 93.50% | 91.15% | 92.44% | 84.97% | 80.48% -Finnish | 9140 | 94.78% | 95.84% | 92.42% | 83.65% | 79.60% -French | 7018 | 96.27% | - | 96.05% | 84.68% | 81.05% -Galician | 29746 | 96.81% | 96.14% | - | 84.48% | 81.35% -German | 16268 | 91.79% | - | - | 79.73% | 74.07% -Gothic | 5158 | 95.58% | 96.03% | 87.32% | 79.33% | 71.69% -Greek | 5668 | 97.48% | 97.48% | 92.70% | 83.68% | 79.99% -Hebrew | 12125 | 95.04% | 95.04% | 92.05% | 84.61% | 78.71% -Hindi | 35430 | 96.45% | 95.77% | 90.98% | 93.04% | 89.32% -Hungarian | 4235 | 94.00% | - | 75.68% | 78.75% | 71.83% -Indonesian | 11780 | 92.62% | - | - | 80.03% | 72.99% -Irish | 3821 | 91.34% | 89.95% | 77.07% | 74.51% | 66.29% -Italian | 10952 | 97.31% | 97.18% | 97.27% | 89.81% | 87.13% -Kazakh | 587 | 75.47% | 75.13% | - | 58.09% | 43.95% -Latin-ITTB | 6548 | 97.98% | 92.68% | 93.52% | 84.22% | 81.17% -Latin-PROIEL | 14906 | 96.50% | 96.08% | 88.39% | 77.60% | 70.98% -Latin | 4832 | 88.04% | 74.07% | 76.03% | 56.00% | 45.80% -Latvian | 3985 | 80.95% | 66.60% | 73.60% | 58.92% | 51.47% -Norwegian | 30034 | 97.44% | - | 95.58% | 88.61% | 86.22% -Old_Church_Slavonic | 5079 | 96.50% | 96.28% | 89.43% | 84.86% | 78.85% -Persian | 16022 | 96.20% | 95.72% | 95.90% | 84.42% | 80.28% -Polish | 7185 | 95.05% | 85.83% | 86.12% | 88.30% | 82.71% -Portuguese-BR | 29438 | 97.07% | 97.07% | 99.91% | 87.91% | 85.44% -Portuguese | 6262 | 96.81% | 90.67% | 94.22% | 85.12% | 81.28% -Romanian | 18375 | 95.26% | 91.66% | 91.98% | 83.64% | 75.36% -Russian-SynTagRus | 107737 | 98.27% | - | 94.91% | 91.68% | 87.44% -Russian | 9573 | 95.27% | 95.02% | 87.75% | 81.75% | 77.71% -Slovenian-SST | 2951 | 90.00% | 84.48% | 84.38% | 65.06% | 56.96% -Slovenian | 14063 | 96.22% | 90.46% | 90.35% | 87.71% | 84.60% -Spanish-AnCora | 53594 | 98.28% | 98.28% | 97.82% | 89.26% | 86.50% -Spanish | 7953 | 95.27% | - | 95.74% | 85.06% | 81.53% -Swedish-LinES | 8228 | 96.00% | 93.77% | - | 81.38% | 77.21% -Swedish | 20377 | 96.27% | 94.13% | 94.14% | 83.84% | 80.28% -Tamil | 1989 | 79.29% | 71.79% | 75.97% | 64.45% | 55.35% -Turkish | 8616 | 93.63% | 92.62% | 86.79% | 82.00% | 71.37% -**Average** | - | 94.27% | 92.93% | 90.38% | 81.12% | 75.85% - -These results are obtained using gold text segmentation. Accuracies are measured -over all tokens, including punctuation. `POS`, `fPOS` are coarse and fine -part-of-speech tagging accuracies. `Morph` is full-token accuracy of predicted -morphological attributes. `UAS` and `LAS` are unlabeled and labeled attachment -scores. - -Many of these models also support text segmentation, with: - -```shell - MODEL_DIRECTORY=/where/you/unzipped/the/model/files - cat sentences.txt | syntaxnet/models/parsey_universal/tokenize.sh \ - $MODEL_DIRECTORY > output.conll -``` - -Text segmentation is currently available for: -`Bulgarian`, `Czech`, `German`, `Greek`, `English`, `Spanish`, `Estonian`, -`Basque`, `Persian`, `Finnish`, `Finnish-FTB`, `French`, `Galician`, -`Ancient_Greek`, `Ancient_Greek-PROIEL`, `Hebrew`, `Hindi`, `Croatian`, -`Hungarian`, `Indonesian`, `Italian`, `Latin`, `Latin-PROIEL`, `Dutch`, -`Norwegian`, `Polish`, `Portuguese`, `Slovenian`, `Swedish`, `Tamil`. - -For `Chinese` (traditional) we use a larger text segmentation -model, which can be run with: - -```shell - MODEL_DIRECTORY=/where/you/unzipped/the/model/files - cat sentences.txt | syntaxnet/models/parsey_universal/tokenize_zh.sh \ - $MODEL_DIRECTORY > output.conll -```