Methods for Estimating and Improving Robustness of Language Models

Michal Stefánik. Methods for Estimating and Improving Robustness of Language Models. In Daphne Ippolito, Liunian Harold Li, Maria Leonor Pacheco, Danqi Chen, Nianwen Xue, editors, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, NAACL-HLT 2022, Hybrid Event / Seattle, WA, USA, July 10-15, 2022. pages 44-51, Association for Computational Linguistics, 2022. [doi]

Abstract

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