Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models

Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer. Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models. In Andreas Vlachos 0001, Isabelle Augenstein, editors, Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, Dubrovnik, Croatia, May 2-6, 2023. pages 2706-2723, Association for Computational Linguistics, 2023. [doi]

Abstract

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