@inproceedings{lin-etal-2025-llm, title = "On {LLM}-Based Scientific Inductive Reasoning Beyond Equations", author = "Lin, Brian S. and Yuan, Jiaxin and Zhou, Zihan and Wang, Shouli and Wang, Shuo and Kong, Cunliang and Shi, Qi and Li, Yuxuan and Yang, Liner and Liu, Zhiyuan and Sun, Maosong", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.emnlp-main.476/", pages = "9382--9405", ISBN = "979-8-89176-332-6" }