Comparable Demonstrations are Important in In-Context Learning: A Novel Perspective on Demonstration Selection

Caoyun Fan, Jidong Tian, Yitian Li +2

In-Context Learning (ICL) is an important paradigm for adapting Large Language Models (LLMs) to downstream tasks through a few demonstrations. Despite the great success of ICL, the…