BALM uses pretrained BERT sentence embeddings and a feedforward mapping to translate German to English, reaching 24.8 BLEU on Multi30k, below the 35.0 state of the art.
Using monolingual data in neural machine trans- lation: a systematic study
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Bilingual is At Least Monolingual (BALM): A Novel Translation Algorithm that Encodes Monolingual Priors
BALM uses pretrained BERT sentence embeddings and a feedforward mapping to translate German to English, reaching 24.8 BLEU on Multi30k, below the 35.0 state of the art.