Neural Machine Translation by Jointly Learning to Align and Translate

1 Sep 2014Dzmitry BahdanauKyunghyun ChoYoshua Bengio

Neural machine translation is a recently proposed approach to machine translation. Unlike the traditional statistical machine translation, the neural machine translation aims at building a single neural network that can be jointly tuned to maximize the translation performance... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Machine Translation IWSLT2015 German-English Bi-GRU (MLE+SLE) BLEU score 28.53 # 13
Machine Translation WMT2014 English-French RNN-search50* BLEU score 36.15 # 18