@inproceedings{jin-etal-2026-perception,
    title = "Perception, Layout, and Validation: Calibrated Confidence for Reliable Straight-Through Processing of Financial Documents",
    author = "Jin, Yichao  and
      Wang, Yushuo  and
      Yuxuan, Han  and
      Kwan, Ching Yee Sonia  and
      Song, Weiyang  and
      Chun, Kent Chiu Jin  and
      Wong, Chong Hwee  and
      Wong, Tiong Kiat  and
      Ke, Kenneth Zhu  and
      Zhao, Jingyuan",
    editor = "T.Y.S.S., Santosh  and
      Agarwal, Amit  and
      Gupta, Vivek  and
      Kementchedjhieva, Yova  and
      Garimella, Aparna  and
      Hou, Yufang",
    booktitle = "The Proceedings of Workshop on Document Intelligence and Understanding",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.docinsights-1.17/",
    pages = "232--243",
    ISBN = "979-8-89176-477-4"
}