@inproceedings{ou-etal-2026-adapshot,
    title = "{A}dap{S}hot: Adaptive Many-Shot In-Context Learning with Semantic-Aware {KV} Cache Reuse",
    author = "Ou, Jie  and
      Guo, Jinyu  and
      Guo, Shiyao  and
      Li, Yuang  and
      Wu, Ruiqi  and
      Wang, Zhaokun  and
      Li, Wenyi  and
      Tian, Wenhong",
    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.1990/",
    pages = "42946--42960",
    ISBN = "979-8-89176-390-6"
}