Sample Efficient Demonstration Selection for In-Context Learning

Kiran Purohit; Venktesh V; Sourangshu Bhattacharya; Avishek Anand

2025 ICML ICML 2025

Sample Efficient Demonstration Selection for In-Context Learning

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Kiran Purohit, Venktesh V, Sourangshu Bhattacharya, Avishek Anand

Topics

Machine Learning > Optimization & Theory > Optimization Machine Learning > Application Areas > Efficient Computing Artificial Intelligence > Core AI > Large Language Models

Keywords

in-context learning exemplar selection linear scoring function large language model selective exploration top-m best arms identification

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