removed irrelevant files

lm_eval/tasks/xstorycloze/README.md

-# XStoryCloze
-
-### Paper
-
-Title: `Few-shot Learning with Multilingual Language Models`
-Abstract: https://arxiv.org/abs/2112.10668
-
-XStoryCloze consists of the professionally translated version of the [English StoryCloze dataset](https://cs.rochester.edu/nlp/rocstories/) (Spring 2016 version) to 10 non-English languages. This dataset is released by Meta AI.
-
-Homepage: https://github.com/facebookresearch/fairseq/pull/4820
-
-
-### Citation
-
-```
-@article{DBLP:journals/corr/abs-2112-10668,
-  author    = {Xi Victoria Lin and
-               Todor Mihaylov and
-               Mikel Artetxe and
-               Tianlu Wang and
-               Shuohui Chen and
-               Daniel Simig and
-               Myle Ott and
-               Naman Goyal and
-               Shruti Bhosale and
-               Jingfei Du and
-               Ramakanth Pasunuru and
-               Sam Shleifer and
-               Punit Singh Koura and
-               Vishrav Chaudhary and
-               Brian O'Horo and
-               Jeff Wang and
-               Luke Zettlemoyer and
-               Zornitsa Kozareva and
-               Mona T. Diab and
-               Veselin Stoyanov and
-               Xian Li},
-  title     = {Few-shot Learning with Multilingual Language Models},
-  journal   = {CoRR},
-  volume    = {abs/2112.10668},
-  year      = {2021},
-  url       = {https://arxiv.org/abs/2112.10668},
-  eprinttype = {arXiv},
-  eprint    = {2112.10668},
-  timestamp = {Tue, 04 Jan 2022 15:59:27 +0100},
-  biburl    = {https://dblp.org/rec/journals/corr/abs-2112-10668.bib},
-  bibsource = {dblp computer science bibliography, https://dblp.org}
-}
-```
-
-### Subtasks
-
-List or describe tasks defined in this folder, and their names here:
-* `task_name`: `1-sentence description of what this particular task does`
-* `task_name2`: .....
-
-### Checklist
-
-For adding novel benchmarks/datasets to the library:
-* [ ] Is the task an existing benchmark in the literature?
-  * [ ] Have you referenced the original paper that introduced the task?
-  * [ ] If yes, does the original paper provide a reference implementation? If so, have you checked against the reference implementation and documented how to run such a test?
-
-
-If other tasks on this dataset are already supported:
-* [ ] Is the "Main" variant of this task clearly denoted?
-* [ ] Have you provided a short sentence in a README on what each new variant adds / evaluates?
-* [ ] Have you noted which, if any, published evaluation setups are matched by this variant?

lm_eval/tasks/xstorycloze/default_ar.yaml

-group: xstorycloze
-task: xstorycloze_ar
-dataset_path: juletxara/xstory_cloze
-dataset_name: ar
-output_type: multiple_choice
-training_split: train
-validation_split: eval
-doc_to_text: "{{[input_sentence_1, input_sentence_2, input_sentence_3, input_sentence_4]|join(' ')}}"
-doc_to_target: "{{answer_right_ending-1}}"
-should_decontaminate: true
-doc_to_decontamination_query: "{{[input_sentence_1, input_sentence_2, input_sentence_3, input_sentence_4]|join(' ')}}"
-metric_list:
-  - metric: acc
-    aggregation: mean
-    higher_is_better: true

lm_eval/tasks/xstorycloze/default_en.yaml

-include: ar.yaml
-task: xstorycloze_en
-dataset_name: en

lm_eval/tasks/xstorycloze/default_es.yaml

-include: ar.yaml
-task: xstorycloze_es
-dataset_name: es

lm_eval/tasks/xstorycloze/default_eu.yaml

-include: ar.yaml
-task: xstorycloze_eu
-dataset_name: eu

lm_eval/tasks/xstorycloze/default_hi.yaml

-include: ar.yaml
-task: xstorycloze_hi
-dataset_name: hi

lm_eval/tasks/xstorycloze/default_id.yaml

-include: ar.yaml
-task: xstorycloze_id
-dataset_name: id

lm_eval/tasks/xstorycloze/default_my.yaml

-include: ar.yaml
-task: xstorycloze_my
-dataset_name: my

lm_eval/tasks/xstorycloze/default_ru.yaml

-include: ar.yaml
-task: xstorycloze_ru
-dataset_name: ru

lm_eval/tasks/xstorycloze/default_sw.yaml

-include: ar.yaml
-task: xstorycloze_sw
-dataset_name: sw

lm_eval/tasks/xstorycloze/default_te.yaml

-include: ar.yaml
-task: xstorycloze_te
-dataset_name: te

lm_eval/tasks/xstorycloze/default_zh.yaml

-include: ar.yaml
-task: xstorycloze_zh
-dataset_name: zh