Social IQA: Commonsense Reasoning about Social Interactions

@inproceedings{Sap2019SocialIC,
  title={Social IQA: Commonsense Reasoning about Social Interactions},
  author={Maarten Sap and Hannah Rashkin and Derek Chen and Ronan Le Bras and Yejin Choi},
  booktitle={EMNLP 2019},
  year={2019}
}
  • Maarten Sap, Hannah Rashkin, +2 authors Yejin Choi
  • Published in EMNLP 2019
  • Computer Science
  • We introduce Social IQa, the first largescale benchmark for commonsense reasoning about social situations. [...] Key Method Through crowdsourcing, we collect commonsense questions along with correct and incorrect answers about social interactions, using a new framework that mitigates stylistic artifacts in incorrect answers by asking workers to provide the right answer to a different but related question. Empirical results show that our benchmark is challenging for existing question-answering models based on…Expand Abstract
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