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On the use of BERT for Neural Machine Translation

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Figure

Table 1: Monolingual (English) training data
Table 4: FT: initialize NMT encoder with BERT and finetune; Freeze: fix NMT encoder parameters to BERTparameters; Emb: fix encoder embeddding layer with BERT contextual word embeddings.
Table 5: Robustness tests. BLEU scores for clean and ’noisified’ (with different noise type) news14 testset.

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