Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning

Dong Shu, Mengnan Du

In-context learning can help Large Language Models (LLMs) to adapt new tasks without additional training. However, this performance heavily depends on the quality of the demonstrat…