Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models

Anne Beyer, Sharid Loáiciga, David Schlangen. Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models. 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 4164-4173, Association for Computational Linguistics, 2021. [doi]

Abstract

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