@inproceedings{sun-etal-2026-supervalid,
    title = "{S}uper{V}alid: Capability-Aligned {OOD} Validation for Generalizable Downstream Scaling",
    author = "Sun, Quanen  and
      Tian, Changxin  and
      Shi, Ke  and
      Chen, Cai  and
      Peng, Cunyin  and
      Liu, Jia  and
      Chen, Kunlong  and
      Zhang, Zhiqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.357/",
    pages = "7480--7496",
    ISBN = "979-8-89176-462-0"
}