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Researcher

Xu Li

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Listed as author of the DuPO paper on preference optimization

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Xu Li as author

Preference Optimization via Dual Learning
arXivresearchpositiveAug 22, 2025

DuPO, a dual preference optimization framework, enables annotation-free LLM feedback via self-supervised reconstruction, achieving 2.13 COMET improvement in translation and 6.4-point gains in mathematical reasoning without costly labels.

“Listed as author of the DuPO paper on preference optimization”

LLMsReinforcement LearningAI ResearchNLP