@inproceedings{hou-etal-2026-knowing,
    title = "Knowing When to Critique: Task-Adaptive Metacognitive Regulation for Reliable {LLM} Reasoning",
    author = "Hou, Xinmeng  and
      Chang, Ziting  and
      Lu, Zhouquan  and
      Qu, Bohao  and
      Wan, Liang  and
      Feng, Wei  and
      Hu, Hai  and
      Guo, Qing",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.66/",
    pages = "1412--1450",
    ISBN = "979-8-89176-439-2"
}