Evaluating Models’ Local Decision Boundaries via Contrast Sets

Summary

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Authors: Matt Gardner; Yoav Artzi; Victoria Basmov; Jonathan Berant; Ben Bogin; Sihao Chen; Pradeep Dasigi; Dheeru Dua; Yanai Elazar; Ananth Gottumukkala; Nitish Gupta; Hannaneh Hajishirzi; Gabriel Ilharco; Daniel Khashabi; Kevin Lin; Jiangming Liu; Nelson F. Liu; Phoebe Mulcaire; Qiang Ning; Sameer Singh; Noah A. Smith; Sanjay Subramanian; Reut Tsarfaty; Eric Wallace; Ally Zhang; Ben Zhou

Journal title: Findings of the Association for Computational Linguistics: EMNLP 2020

Journal publisher: The Association for Computational Linguistics

Published year: 2020

DOI identifier: 10.18653/v1/2020.findings-emnlp.117