@inproceedings{yuan-etal-2025-reversal, title = "Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up", author = "Yuan, Jiahao and Du, Dehui and Zhang, Hao and Di, Zixiang and Naseem, Usman", 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/ingestion-acl-25/2025.acl-long.955/", pages = "19442--19459", ISBN = "979-8-89176-251-0" }