@inproceedings{jin-etal-2025-recut, title = "{R}e{CUT}: Balancing Reasoning Length and Accuracy in {LLM}s via Stepwise Trails and Preference Optimization", author = "Jin, Zhensheng and Li, Xinze and Ji, Yifan and Peng, Chunyi and Liu, Zhenghao and Shi, Qi and Yan, Yukun and Wang, Shuo and Peng, Furong and Yu, Ge", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/name-variant-enfa-fane/2025.findings-emnlp.770/", doi = "10.18653/v1/2025.findings-emnlp.770", pages = "14269--14282", ISBN = "979-8-89176-335-7" }