@inproceedings{chen-etal-2025-finereason, title = "{F}ine{R}eason: Evaluating and Improving {LLM}s' Deliberate Reasoning through Reflective Puzzle Solving", author = "Chen, Guizhen and Xu, Weiwen and Zhang, Hao and Chan, Hou Pong and Liu, Chaoqun and Bing, Lidong and Zhao, Deli and Luu, Anh Tuan and Rong, Yu", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.acl-long.333/", pages = "6685--6715", ISBN = "979-8-89176-251-0" }