AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse.

Jie Ou Jinyu Guo Shiyao Guo Yuang Li Ruiqi Wu Zhaokun Wang Wenyi Li Wenhong Tian AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse. 2026 May abs/2605.03644 CoRR https://doi.org/10.48550/arXiv.2605.03644 db/journals/corr/corr2605.html#abs-2605-03644 streams/journals/corr