@inproceedings{xue-etal-2026-supervised, title = "Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models", author = "Xue, Chao and Wang, Yao and Liu, Mengqiao and Liang, Di and Han, Xingsheng and Liu, Peiyang and Wu, Xianjie and Lu, Chenyao and Jiang, Lei and Lu, Yu and Shi, Haibo and Liang, Shuang and Peng, Minlong and Salim, Flora D.", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1393/", pages = "30186--30213", ISBN = "979-8-89176-390-6" }