@inproceedings{ding-etal-2025-act, title = "Why Not Act on What You Know? Unleashing Safety Potential of {LLM}s via Self-Aware Guard Enhancement", author = "Ding, Peng and Kuang, Jun and Wang, ZongYu and Cao, Xuezhi and Cai, Xunliang and Chen, Jiajun and Huang, Shujian", 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.325/", pages = "6279--6299", ISBN = "979-8-89176-256-5" }