AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse
arXiv:2605.03644v1 Announce Type: new
Abstract: Many-Shot In-Context Learning (ICL) has emerged as a promising paradigm, leveraging extensive examples to unlock the reasoning potential of Large Language Models (LLMs). However, existing methods typical…