@inproceedings{duan-etal-2026-projecting, title = "Projecting Out the Malice: A Global Subspace Approach to {LLM} Detoxification", author = "Duan, Zenghao and Yin, Zhiyi and Shi, Zhichao and Pang, Liang and Jing, Shaoling and Huang, Zihe and Wu, Jiayi and Yan, Yu and Deng, Jingcheng and Shen, Huawei and Cheng, Xueqi", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1652/", pages = "35697--35719", ISBN = "979-8-89176-390-6" }