@inproceedings{lee-etal-2026-models, title = "What Models Know, How Well They Know It: Knowledge-Weighted Fine-Tuning for Learning When to Say ``{I} Don{'}t Know''", author = "Lee, Joosung and Jo, Hwiyeol and Ko, Donghyeon and Chae, Kyubyung and Park, Cheonbok and Kim, Jeonghoon", 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.551/", pages = "11612--11625", ISBN = "979-8-89176-462-0" }