@inproceedings{su-etal-2026-mistake,
    title = "Mistake Notebook Learning: Batch-Clustered Failures for Training-Free Agent Adaptation",
    author = "Su, Xuanbo  and
      Zhang, Yingfang  and
      Luo, Hao  and
      Liu, Xiaoteng  and
      Huang, Leo",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.719/",
    pages = "14629--14645",
    ISBN = "979-8-89176-395-1"
}