Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification

Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow. Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification. In Shabnam Tafreshi, João Sedoc, Anna Rogers, Aleksandr Drozd, Anna Rumshisky, Arjun R. Akula, editors, Proceedings of the Third Workshop on Insights from Negative Results in NLP, Insights@ACL 2022, Dublin, Ireland, May 26, 2022. pages 62-67, Association for Computational Linguistics, 2022. [doi]

Abstract

Abstract is missing.