The Role of Diversity in In-Context Learning for Large Language Models

Wenyang Xiao, Haoyu Zhao, Lingxiao Huang

In-context learning (ICL) is a crucial capability of current large language models (LLMs), where the selection of examples plays a key role in performance. While most existing appr…