Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation

Chong Zhang, Jieyu Zhao, Huan Zhang 0001, Kai-Wei Chang, Cho-Jui Hsieh. Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation. In Kristina Toutanova, Anna Rumshisky, Luke Zettlemoyer, Dilek Hakkani-Tür, Iz Beltagy, Steven Bethard, Ryan Cotterell, Tanmoy Chakraborty 0002, Yichao Zhou, editors, Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021. pages 3899-3916, Association for Computational Linguistics, 2021. [doi]

Authors

Chong Zhang

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Jieyu Zhao

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Huan Zhang 0001

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Kai-Wei Chang

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Cho-Jui Hsieh

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