@inproceedings{qiyuan-etal-2025-efficient, title = "Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling", author = "Qiyuan, Deng and Bai, Xuefeng and Chen, Kehai and Wang, Yaowei and Nie, Liqiang and Zhang, Min", 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/landing_page/2025.acl-long.1504/", pages = "31156--31171", ISBN = "979-8-89176-251-0" }