The end-to-end nature of the Neural MT architecture (Sutskever et al., 2014;Bahdanau et al., 2015) provides a natural mechanism 1 to integrate stream decoding.
the recurrent property of the encoder and decoder components provide an easy way to maintain historic context in a fixed size vector.