Recently, sequence-to-sequence models<cite> [Sutskever et al., 2014</cite>; have gain superior performance in machine translation Vaswani et al., 2017 ]. Yet these state-of-the-art neural machine translation (NMT) models still fail to generation target sentences with comparable quality as human translators.