@article{whatmodelsknowhowwelltheyknowitknowledge, title = {What Models Know, How Well They Know It: Knowledge-Weighted Fine-Tuning for Learning When to Say "I Don't Know"}, author = {Joosung Lee and Hwiyeol Jo and Donghyeon Ko and Kyubyung Chae and Cheonbok Park and Jeonghoon Kim}, year = {2026}, eprint = {2604.05779}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.05779}, }