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

1 code implementation • 11 Jul 2023 • Fuxiao Liu, Paiheng Xu, Zongxia Li, Yue Feng, Hyemi Song

We investigate the role of various demonstration components in the in-context learning (ICL) performance of large language models (LLMs).

In-Context Learning Sentiment Analysis