edit winogrande

lm_eval/tasks/winogrande/README.md

+# WinoGrande
+
+### Paper
+
+Title: `WinoGrande: An Adversarial Winograd Schema Challenge at Scale`
+
+Abstract: https://arxiv.org/abs/1907.10641
+
+WinoGrande is a collection of 44k problems, inspired by Winograd Schema Challenge
+(Levesque, Davis, and Morgenstern 2011), but adjusted to improve the scale and
+robustness against the dataset-specific bias. Formulated as a fill-in-a-blank
+task with binary options, the goal is to choose the right option for a given
+sentence which requires commonsense reasoning.
+
+NOTE: This evaluation of Winogrande uses partial evaluation as described by
+Trinh & Le in Simple Method for Commonsense Reasoning (2018).
+See: https://arxiv.org/abs/1806.02847
+
+Homepage: https://leaderboard.allenai.org/winogrande/submissions/public
+
+
+### Citation
+
+```
+@article{sakaguchi2019winogrande,
+    title={WinoGrande: An Adversarial Winograd Schema Challenge at Scale},
+    author={Sakaguchi, Keisuke and Bras, Ronan Le and Bhagavatula, Chandra and Choi, Yejin},
+    journal={arXiv preprint arXiv:1907.10641},
+    year={2019}
+}
+```
+
+### Groups and Tasks
+
+#### Groups
+
+* Not part of a group yet.
+
+#### Tasks
+
+* `winogrande`
+
+### 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?