DemoShapley: Valuation of Demonstrations for In-Context Learning

Shan Xie, Man Luo, Chadly Daniel Stern +2

Large language models (LLMs) using in-context learning (ICL) excel in many tasks without task-specific fine-tuning. However, demonstration selection and ordering greatly impact ICL…