Before revision:  Experiments demonstrate that our translation model benefits from visual imagination and significantly outperforms the text-only neural machine translation (NMT) baseline.
After revision:  Experiments demonstrate that ImagiT benefits from visual imagination and significantly outperforms the text-only neural machine translation (NMT) baseline.