Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning

Zhe Yang, Damai Dai, Peiyi Wang +1

Large Language Models (LLMs) have recently gained the In-Context Learning (ICL) ability with the models scaling up, allowing them to quickly adapt to downstream tasks with only a f…