In addition, the attention in NMT is learned in an unsupervised manner without explicit prior knowledge about alignment.
2 in conventional statistical machine translation (SMT), it is standard practice to learn reordering models in a supervised manner with the guidance from conventional alignment models (Xiong et al., 2006;Koehn et al., 2007;Bisazza and Federico, 2016).