Dataset Card for "Physical Interaction: Question Answering" Table of Contents Dataset Description Dataset Summary Supported Tasks and Leaderboards Languages Dataset Structure Data Instances Data Fields Data Splits Dataset Creation Curation Rationale Source Data Annotations Personal and Sensitive Information Considerations for Using the Data Social Impact of Dataset Discussion of Biases Other Known Limitations Additional Information Dataset Curators Licensing Information Citation Information Contributions Dataset Description Homepage: PIQA homepage Paper: PIQA: Reasoning about Physical Commonsense in Natural Language Leaderboard: Official leaderboard Note that there is a 2nd leaderboard featuring a different (blind) test set with 3,446 examples as part of the Machine Commonsense DARPA project. Point of Contact: Yonatan Bisk Dataset Summary To apply eyeshadow without a brush, should I use a cotton swab or a toothpick? Questions requiring this kind of physical commonsense pose a challenge to state of the art natural language understanding systems. The PIQA dataset introduces the task of physical commonsense reasoning and a corresponding benchmark dataset Physical Interaction: Question…
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