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
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.