@article{adapshotadaptivemanyshotincontextlearnin,
  title = {AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse},
  author = {Jie Ou and Jinyu Guo and Shiyao Guo and Yuang Li and Ruiqi Wu and Zhaokun Wang and Wenyi Li and Wenhong Tian},
  year = {2026},
  eprint = {2605.03644},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.03644},
}