@inproceedings{yu-etal-2026-olivia,
    title = "{OLIVIA}: Online Learning via Inference-time Action Adaptation",
    author = "Yu, Sheldon  and
      Wu, Junda  and
      Li, Xintong  and
      Kuang, Nikki Lijing  and
      Zhou, Sizhe  and
      Yu, Tong  and
      Han, Jiawei  and
      Shang, Jingbo  and
      McAuley, Julian",
    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.764/",
    pages = "17719--17734",
    ISBN = "979-8-89176-459-0"
}