On LLM-Based Scientific Inductive Reasoning Beyond Equations

Brian S. Lin, Jiaxin Yuan, Zihan Zhou, Shouli Wang, Shuo Wang 0013, Cunliang Kong, Qi Shi 0002, Yuxuan Li, Liner Yang, Zhiyuan Liu 0001, Maosong Sun 0001. On LLM-Based Scientific Inductive Reasoning Beyond Equations. 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 9371-9394, Association for Computational Linguistics, 2025. [doi]

Abstract

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