
Introducing a novel method called "incremental utility" to estimate how much additional knowledge a demonstration brings to a large language model for few-shot in-context learning tasks, and showing its effectiveness compared to previous utility estimation approaches.


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incremental-utility-a-novel-approach-to-improve-few-shot-in-context-learning-with-large-language-models


Incremental Utility: A Novel Approach to Improve Few-Shot In-Context Learning with Large Language Models
