Explore Spurious Correlations at the Concept Level in Language Models for Text Classification

Yuhang Zhou, Paiheng Xu, Xiaoyu Liu 0003, Bang An, Wei Ai 0002, Furong Huang. Explore Spurious Correlations at the Concept Level in Language Models for Text Classification. In Lun-Wei Ku, Andre Martins, Vivek Srikumar, editors, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024. pages 478-492, Association for Computational Linguistics, 2024. [doi]

Abstract

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