@inproceedings{luo-etal-2026-autocrat,
    title = "{A}uto{CRAT}: Within-trajectory Joint Control of Stochasticity and Compute for {LLM} Reasoning",
    author = "Luo, Hanjun  and
      Liu, Qiushi  and
      Zhang, Jingya  and
      Pang, Haihong  and
      Wen, Jiaheng  and
      Ma, Yifei.  and
      Yao, Yu  and
      Zhang, Chengxi  and
      Zhang, Hanrong  and
      Chen, Yankai  and
      Salam, Hanan",
    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.974/",
    pages = "20592--20612",
    ISBN = "979-8-89176-462-0"
}