@inproceedings{wang-etal-2026-apex,
    title = "{APEX} : Adaptively Balancing Off-Policy Guidance and On-Policy Exploration for {LLM} Reasoning",
    author = "Wang, Yuchen  and
      Zhang, Zikang  and
      Xu, Duo  and
      Xu, Kunpeng  and
      Zhu, Qihui  and
      Huang, Wei  and
      Wu, Siying  and
      Cheng, Caihong  and
      He, Xin  and
      Yang, Yang  and
      Jiang, Guanjun  and
      Sun, Xiaoyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.329/",
    pages = "6964--6975",
    ISBN = "979-8-89176-462-0"
}