Another motivation of this work is to combine the merits of both traditional SMT and NMT, since training an NMT system usually takes several weeks, while the word alignment and rule extraction for SMT are much faster (can be done in one day).
for each training sentence, we build a separate target vocabulary which is the union of following three parts: • target vocabularies of word and phrase translations that can be applied to the current sentence.