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2025 ICML ICML 2025

Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples

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

Chengqian Gao, Haonan Li, Liu Liu, Zeke Xie, Peilin Zhao, Zhiqiang Xu

Topics

Artificial Intelligence > Core AI > AI Safety Machine Learning > Optimization & Theory > Optimization Artificial Intelligence > Core AI > Large Language Models

Keywords

preference data model capacity example difficulty alignment performance alpacaeval2 selective dpo
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