In all, we demonstrate an improvement of +3.54 BLEU over a standard attentional NMT system, and +1.90 BLEU over a stronger NMT system with a Tree-LSTM encoder (Eriguchi et al., 2016) and a coverage model (Tu et al., 2016).
we build our model on top of the word coverage model proposed by Tu et al.