@inproceedings{gong-etal-2026-decent,
    title = "{DECENT}: Distribution-aware Prototypical Calibration with Fine-grained Voting for {VLM} Misclassification Detection",
    author = "Gong, Yijun  and
      Yang, Bohan  and
      Zhang, Zhi  and
      Qin, Yupeng  and
      Xing, Wenpeng  and
      Lin, Changting  and
      Han, Meng  and
      Qiao, Ziyue  and
      Luo, Xiao",
    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.1665/",
    pages = "37858--37873",
    ISBN = "979-8-89176-459-0"
}