Since the textual styles, sentence structures and terminologies in different domains are often remarkably distinctive, whether such domainspecific translation knowledge is effectively preserved could have a direct effect on the performance of the NMT model.
how to simultaneously exploit the exclusive and shared translation knowledge of mixed-domain parallel sentences for multi-domain NMT remains a challenging task.