@inproceedings{yu-etal-2026-supervised, title = "Supervised Fine-Tuning for Reasoning Large Language Models: A Survey", author = "Yu, Yongcan and Guo, Kuangpu and Liang, Jian and He, Lingxiao and Wang, Meng and He, Ran", 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.1189/", pages = "27240--27273", ISBN = "979-8-89176-459-0" }