@inproceedings{yang-etal-2026-deeplook,
    title = "{D}eep{L}ook: Uncertainty-Guided Branching with Lookahead Confidence for Efficient Reasoning",
    author = "Yang, Tingxin  and
      Wang, Zefeng  and
      Wang, Mengyue  and
      Bi, Jinhe  and
      Zhou, Xingcheng  and
      Tresp, Volker  and
      Ma, Yunpu",
    editor = {Aziz, Wilker  and
      Berant, Jonathan  and
      Eikema, Bryan  and
      Ilia, Evgenia  and
      de Marneffe, Marie-Catherine  and
      Plank, Barbara  and
      Shelmanov, Artem  and
      Swayamdipta, Swabha  and
      Tiedemann, J{\"o}rg  and
      Vazhentsev, Artem  and
      V{\'a}zquez, Ra{\'u}l  and
      Zerva, Chrysoula},
    booktitle = "The Proceedings of the Third Workshop on Uncertainty-Aware {NLP}",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.uncertainlp-main.24/",
    pages = "390--407",
    ISBN = "979-8-89176-486-6"
}