PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models

Lorenzo Molfetta, Giacomo Frisoni, Nicolò Monaldini, Gianluca Moro. PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models. 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 10007-10030, Association for Computational Linguistics, 2025. [doi]

Authors

Lorenzo Molfetta

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Giacomo Frisoni

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Nicolò Monaldini

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Gianluca Moro

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