An evaluation framework for document-level MT that aligns source and target sentences via dynamic programming and averages 1-4 chunk sliding-window scores, reporting 0.929 Pearson correlation with human MQM and enabling CPO/GRPO training.
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Align-then-Slide: A complete evaluation framework for Ultra-Long Document-Level Machine Translation
An evaluation framework for document-level MT that aligns source and target sentences via dynamic programming and averages 1-4 chunk sliding-window scores, reporting 0.929 Pearson correlation with human MQM and enabling CPO/GRPO training.