@inproceedings{moskovskiy-panchenko-2026-k, title = "K-{FORGE}: Fisher-Guided Initialization for Preference-Based {LLM} Unlearning", author = "Moskovskiy, Daniil and Panchenko, Alexander", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-aacl.214/", pages = "4233--4248", ISBN = "979-8-89176-444-6" }