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Neural Machine Translation of Rare Words with Subword Units

cs.CL · 2015-08-31 · accept · novelty 8.0

Subword segmentation via byte pair encoding enables open-vocabulary neural machine translation and improves BLEU scores by 1.1 on English-German and 1.3 on English-Russian WMT 2015 tasks over dictionary back-off baselines.

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  • Neural Machine Translation of Rare Words with Subword Units cs.CL · 2015-08-31 · accept · none · ref 25

    Subword segmentation via byte pair encoding enables open-vocabulary neural machine translation and improves BLEU scores by 1.1 on English-German and 1.3 on English-Russian WMT 2015 tasks over dictionary back-off baselines.