@inproceedings{cui-etal-2025-stepwise, title = "Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models", author = "Cui, Yingqian and He, Pengfei and Zeng, Jingying and Liu, Hui and Tang, Xianfeng and Dai, Zhenwei and Han, Yan and Luo, Chen and Huang, Jing and Li, Zhen and Wang, Suhang and Xing, Yue and Tang, Jiliang and He, Qi", 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.956/", pages = "18581--18597", ISBN = "979-8-89176-256-5" }