Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales

Brihi Joshi, Ziyi Liu, Sahana Ramnath, Aaron Chan, Zhewei Tong, Shaoliang Nie, Qifan Wang, Yejin Choi 0001, Xiang Ren 0001. Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales. In Anna Rogers, Jordan L. Boyd-Graber, Naoaki Okazaki, editors, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023. pages 7103-7128, Association for Computational Linguistics, 2023. [doi]

Abstract

Abstract is missing.