It is also interesting to note that the performance of the baseline systems on out-of-domain data in both data conditions is the same, indicating that the in-domain data does not really help for the out-of-domain set.
a general domain system has been trained and tuned to offer general domain translation, but it needs to be adapted to specific domains in order to provide better quality.