Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks

Hanjie Chen, Song Feng, Jatin Ganhotra, Hui Wan 0001, R. Chulaka Gunasekara, Sachindra Joshi, Yangfeng Ji. Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks. In Kristina Toutanova, Anna Rumshisky, Luke Zettlemoyer, Dilek Hakkani-Tür, Iz Beltagy, Steven Bethard, Ryan Cotterell, Tanmoy Chakraborty 0002, Yichao Zhou, editors, Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021. pages 3917-3930, Association for Computational Linguistics, 2021. [doi]

Abstract

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