Misconfidence-based Demonstration Selection for LLM In-Context Learning

Shangqing Xu, Chao Zhang

In-context learning with large language models (LLMs) excels at adapting to various tasks rapidly. However, its success hinges on carefully selecting demonstrations, which remains…