@inproceedings{he-etal-2025-idea, title = "{IDEA}: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction", author = "He, Kaiyu and Zhang, Mian and Yan, Shuo and Wu, Peilin and Chen, Zhiyu", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/display_plenaries/2025.findings-acl.698/", pages = "13563--13597", ISBN = "979-8-89176-256-5" }