@inproceedings{liu-etal-2025-rethinking, title = "Rethinking the Role of Prompting Strategies in {LLM} Test-Time Scaling: A Perspective of Probability Theory", author = "Liu, Yexiang and Li, Zekun and Fang, Zhi and Xu, Nan and He, Ran and Tan, Tieniu", 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.1356/", pages = "27962--27994", ISBN = "979-8-89176-251-0" }