@inproceedings{pan-etal-2025-survey, title = "A Survey on Training-free Alignment of Large Language Models", author = "Pan, Birong and Li, Yongqi and Zhang, Weiyu and Lu, Wenpeng and Xu, Mayi and Zhou, Shen and Zhu, Yuanyuan and Zhong, Ming and Qian, Tieyun", 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/lei-li-partial-disambiguation/2025.findings-emnlp.238/", pages = "4445--4461", ISBN = "979-8-89176-335-7" }