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

Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification Yada Pruksachatkun author Satyapriya Krishna author Jwala Dhamala author Rahul Gupta author Kai-Wei Chang author 2021-08 text Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 Chengqing Zong editor Fei Xia editor Wenjie Li editor Roberto Navigli editor Association for Computational Linguistics Online conference publication pruksachatkun-etal-2021-robustness 10.18653/v1/2021.findings-acl.294 https://aclanthology.org/2021.findings-acl.294/ 2021-08 3320 3331