@inproceedings{qin-feng-2026-proactive, title = "Proactive Safety Alignment: Enabling Proactive Initiative in Multi-Turn Defence", author = "Qin, Mengyuan and Feng, Yue", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.2208/", pages = "47300--47311", ISBN = "979-8-89176-462-0" }