LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition

Fan Bai 0006, Hamid Hassanzadeh, Ardavan Saeedi, Mark Dredze. LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 28372-28392, Association for Computational Linguistics, 2025. [doi]

Abstract

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