A Convolutional Encoder Model for Neural Machine Translation

Benchmark Model Rank Results
machine-translation-on-iwslt2015-germanConv-LSTM (deep+pos)#7BLEU score: 30.4
machine-translation-on-wmt2014-english-frenchDeep Convolutional Encoder; single-layer decoder#43BLEU score: 35.7
machine-translation-on-wmt2016-english-1Deep Convolutional Encoder; single-layer decoder#13BLEU score: 27.8
machine-translation-on-wmt2016-english-1BiLSTM#14BLEU score: 27.5