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Harshit Dhankhar

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#artificial intelligence Preprint Jan 2025

Balancing Global Quality and Pronoun-Specific Feedback for Context-Aware Machine Translation

ProNMT, a reward-guided iterative self-training method that combines sentence-level quality estimation with a signed confidence signal at generated pronoun positions, improves over context-aware supervised fine-tuning on BLEU and COMET and indicates that targeted linguistic feedback is most useful when combined with a...

Harshit Dhankhar, Baban Gain, A. Ekbal et al. · 0 citations

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