NMT is an end-to-end approach to data-driven machine translation (Kalchbrenner and Blunsom, 2013;Sutskever et al., 2014;Bahdanau et al., 2015).
the NMT models directly estimate the conditional probability p(y|x) given a large collection of source and target sentence pairs (x, y).