Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models

Yu Yuan, Lili Zhao, Kai Zhang, Guangting Zheng, Qi Liu. Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models. In Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen, editors, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024. pages 12188-12200, Association for Computational Linguistics, 2024. [doi]

Abstract

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