Comparing the two domain adaptation procedures DA/CUE and DA/ALL, adaptation via transferring only source sentences that contain a target domain cue is, on average, comparable to transferring all the data from the source domain.
this mechanism coincides with our initial goal of using domain adaptation to learn better semantic models.