@inproceedings{xu-etal-2026-dualstake,
    title = "{D}ual{S}take: Dual-Path Confidence Calibration in Deep Research Agent",
    author = "Xu, Yinuo  and
      Liang, Yuwei  and
      Cheng, Jianjie  and
      Wang, Meng  and
      Yu, Yongcan  and
      Lu, Shuo  and
      Liang, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.389/",
    pages = "8924--8941",
    ISBN = "979-8-89176-459-0"
}