How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope

Yiyun Zhao, Steven Bethard. How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope. In Dan Jurafsky, Joyce Chai, Natalie Schluter, Joel R. Tetreault, editors, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020. pages 4729-4747, Association for Computational Linguistics, 2020. [doi]

Abstract

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