@inproceedings{singh-etal-2026-prompts, title = "Do Prompts Guarantee Safety? Mitigating Toxicity from {LLM} Generations through Gradient Based Subspace Intervention", author = "Singh, Himanshu and Xu, Ziwei and Subramanyam, A. and Kankanhalli, Mohan", 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.1920/", pages = "40935--40958", ISBN = "979-8-89176-462-0" }