Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification

Yada Pruksachatkun, Satyapriya Krishna, Jwala Dhamala, Rahul Gupta, Kai-Wei Chang. Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification. In Chengqing Zong, Fei Xia, Wenjie Li 0002, Roberto Navigli, editors, Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021. pages 3320-3331, Association for Computational Linguistics, 2021. [doi]

Abstract

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