Posterior Differential Regularization with f-divergence for Improving Model Robustness

Hao Cheng 0002, Xiaodong Liu, Lis Pereira, Yaoliang Yu, Jianfeng Gao. Posterior Differential Regularization with f-divergence for Improving Model Robustness. 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 1078-1089, Association for Computational Linguistics, 2021. [doi]

Abstract

Abstract is missing.