@inproceedings{fonseca-etal-2026-high,
    title = "When High Accuracy Hides Poor Calibration: Rethinking Confidence Evaluation in Transformer-Based Text Classification with Balanced Brier Score",
    author = "Fonseca, Guilherme  and
      Prenassi, Gabriel  and
      Cunha, Washington  and
      da Rocha, Leonardo Chaves Dutra  and
      Gon{\textbackslash}c{\{}c{\}}alves, Marcos Andr{\textbackslash}'e",
    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.2128/",
    pages = "45888--45900",
    ISBN = "979-8-89176-390-6"
}