2025
Sample Efficient Demonstration Selection for In-Context Learning
ICML 2025poster
The in-context learning paradigm with LLMs has been instrumental in advancing a wide range of natural language processing tasks. The selection of few-shot examples (exemplars / demonstration samples) is essential for constructing effective prompts under context-length budget constraints. In this pap…