@inproceedings{liu-etal-2026-efficient,
    title = "Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models",
    author = "Liu, Yan  and
      Zhang, Feng  and
      Ma, Zhanyu  and
      Xu, Jun  and
      Gao, Jiuchong  and
      Hao, Jinghua  and
      He, Renqing  and
      Liu, Han  and
      Deng, Yangdong",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1215/",
    pages = "26397--26414",
    ISBN = "979-8-89176-390-6"
}