@inproceedings{bu-etal-2026-dud,
    title = "{DUD}: Decoupled Update Dynamics for Reliable Uncertainty Quantification in Large Language Models",
    author = "Bu, Yixin  and
      Xia, Runze  and
      Zou, Guanyun  and
      Ji, Yupeng  and
      Dai, Hongliang  and
      Liu, Haodong  and
      Li, Piji",
    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.1665/",
    pages = "35972--35993",
    ISBN = "979-8-89176-390-6"
}