The first one is that convolution captures the important domain information of the words in the window, and the max-pooling operation combines the vectors which, as a result, focuses on the most important "features" in the sentence.
data selection techniques select monolingual or bilingual data that are similar to the indomain seed data based on some criteria, which are incorporated into the training data.