On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning

Xisen Jin, Francesco Barbieri, Brendan Kennedy, Aida Mostafazadeh Davani, Leonardo Neves, Xiang Ren 0001. On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning. 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 3770-3783, Association for Computational Linguistics, 2021. [doi]

Authors

Xisen Jin

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Francesco Barbieri

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Brendan Kennedy

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Aida Mostafazadeh Davani

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Leonardo Neves

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Xiang Ren 0001

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