@inproceedings{yang-etal-2025-emperors,
    title = "The Emperor{'}s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in {SFT}",
    author = "Yang, Linyao  and
      Huang, Jian-Tao  and
      Lu, Yafei  and
      Li, Zhenhui Jessie  and
      Xue, Guirong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1067/",
    pages = "21098--21111",
    ISBN = "979-8-89176-332-6"
}