| # PIQA | |
| ### Paper | |
| Title: `PIQA: Reasoning about Physical Commonsense in Natural Language` | |
| Abstract: https://arxiv.org/abs/1911.11641 | |
| Physical Interaction: Question Answering (PIQA) is a physical commonsense | |
| reasoning and a corresponding benchmark dataset. PIQA was designed to investigate | |
| the physical knowledge of existing models. To what extent are current approaches | |
| actually learning about the world? | |
| Homepage: https://yonatanbisk.com/piqa/ | |
| ### Citation | |
| ``` | |
| @inproceedings{Bisk2020, | |
| author = {Yonatan Bisk and Rowan Zellers and | |
| Ronan Le Bras and Jianfeng Gao | |
| and Yejin Choi}, | |
| title = {PIQA: Reasoning about Physical Commonsense in | |
| Natural Language}, | |
| booktitle = {Thirty-Fourth AAAI Conference on | |
| Artificial Intelligence}, | |
| year = {2020}, | |
| } | |
| ``` | |
| ### Groups and Tasks | |
| #### Groups | |
| * Not part of a group yet. | |
| #### Tasks | |
| * `piqa` | |
| ### 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? | |