@inproceedings{wen-etal-2025-light,
    title = "Light-R1: Curriculum {SFT}, {DPO} and {RL} for Long {COT} from Scratch and Beyond",
    author = "Wen, Liang  and
      Cai, Yunke  and
      Xiao, Fenrui  and
      He, Xin  and
      An, Qi  and
      Duan, Zhenyu  and
      Du, Yimin  and
      Liu, Junchen  and
      Tanglifu, Tanglifu  and
      Lv, Xiaowei  and
      Zou, Haosheng  and
      Deng, Yongchao  and
      Jia, Shousheng  and
      Zhang, Xiangzheng",
    editor = "Rehm, Georg  and
      Li, Yunyao",
    booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/landing_page/2025.acl-industry.24/",
    pages = "318--327",
    ISBN = "979-8-89176-288-6"
}