From Observation to Intervention: Distilling Self-Generated In-Context Demonstrations via Executable Causal Intervention

Minming Ye, Min Liu, Haoang Chi +2

Self-generated In-Context Learning (ICL) enables LLMs to synthesize their own few-shot demonstrations, often outperforming manual prompts. However, existing methods filter demonstr…