@inproceedings{qiu-etal-2025-treebon, title = "{T}ree{B}o{N}: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling", author = "Qiu, Jiahao and Lu, Yifu and Zeng, Yifan and Guo, Jiacheng and Geng, Jiayi and Zhu, Chenhao and Juan, Xinzhe and Yang, Ling and Wang, Huazheng and Huang, Kaixuan and Wu, Yue and Wang, Mengdi", 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://aclanthology.org/2025.findings-emnlp.1140/", pages = "20894--20917", ISBN = "979-8-89176-335-7" }