@inproceedings{zhang-etal-2026-proactis,
    title = "{P}ro{A}ct{IS}: Boosting {LLM}s' Proactive Information Seeking in Dynamic Clinical Workflows with a Lightweight Exam Proposer",
    author = "Zhang, Ruiyang  and
      Feng, Yushi  and
      Peng, Liang  and
      Yu, Lequan",
    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.462/",
    pages = "9693--9709",
    ISBN = "979-8-89176-462-0"
}