NMT proves to outperform conventional statistical machine translation (SMT) significantly across a variety of language pairs (Junczys-Dowmunt et al., 2016) and becomes the new de facto method in practical MT systems .
there still remains a severe challenge: it is hard to interpret the internal workings of NMT.