Large Language Models Do Multi-Label Classification Differently

Marcus Ma, Georgios Chochlakis, Niyantha Maruthu Pandiyan, Jesse Thomason, Shrikanth Narayanan. Large Language Models Do Multi-Label Classification Differently. 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 2472-2495, Association for Computational Linguistics, 2025. [doi]

Authors

Marcus Ma

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Georgios Chochlakis

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Niyantha Maruthu Pandiyan

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Jesse Thomason

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Shrikanth Narayanan

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