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: Association for Computational Linguistics

Published year: 2020

Published pages: 1307-1323

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