@inproceedings{xu-etal-2025-enigmatom, title = "{E}nigma{T}o{M}: Improve {LLM}s' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States", author = "Xu, Hainiu and Qi, Siya and Li, Jiazheng and Zhou, Yuxiang and Du, Jinhua and Catmur, Caroline and He, Yulan", 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/landing_page/2025.findings-acl.699/", pages = "13598--13622", ISBN = "979-8-89176-256-5" }