@inproceedings{yu-etal-2025-llmfixer, title = "{L}lm{F}ixer: Fix the Helpfulness of Defensive Large Language Models", author = "Yu, Zelong and Zhang, Xiaoming and Zhang, Litian and Yuan, Yu and Li, Chaozhuo", 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/author-page-yu-wang-polytechnic/2025.findings-emnlp.989/", doi = "10.18653/v1/2025.findings-emnlp.989", pages = "18233--18247", ISBN = "979-8-89176-335-7" }