That is to say, the proposed paragraph embedding method EV can indeed distill the most important aspects of a given paragraph and meanwhile suppress the impact of the general background information for producing a more discriminative paragraph representation.
the relevance degree between any pair of sentence and document representations can be estimated more accurately.