Methods for modeling short text S mainly have problem that its semantic meaning is determined by a few of key-phrases, however, these meaningful phrases may appear at any position of S. Thus, simply combining all words of S may introduce unnecessary divergence and hurt the overall semantic representation.
the detection for SUs are useful, which capture salient local information, as shown in Figure 2.