Author

Junhui Li

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Preprint Aug 2026

STAR : Sentence Translation Alignment Rate for Document-to-Document Machine Translation

This work proposes STAR-masked Preference Optimization (StarPO), a framework that ranks document-level hypotheses by structural quality and utilizes a dynamic alignment mask to focus optimization on misaligned segments and demonstrates that StarPO significantly enhances translation quality and structural integrity.

Yichen Dong, Hao Wang, Junhui Li et al. · 1 citation