Towards Understanding In-Context Learning with Contrastive Demonstrations and Saliency Maps

Fuxiao Liu, Paiheng Xu, Zongxia Li +2

We investigate the role of various demonstration components in the in-context learning (ICL) performance of large language models (LLMs). Specifically, we explore the impacts of gr…