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most citedTowards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent

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cs.LG2025

DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization

Shuaijie She, Yu Bao, Yu Lu +7

We present DuPO, a dual learning-based preference optimization framework that generates annotation-free feedback via a generalized duality. DuPO addresses two key limitations: Rein…