@inproceedings{lin-etal-2026-beyond, title = "Beyond Task Boundaries: Instruction-Level Parameter Isolation for Supervised Fine-Tuning", author = "Lin, Zekai and Xiang, Long and Liang, Di and Liu, Peiyang and Hu, Zhanghao and Hong, Mengze and Wu, Xianjie and Peng, Minlong", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.287/", pages = "6571--6595", ISBN = "979-8-89176-459-0" }