To identify the evidence span in the utterance chunk, we collect the words of which learnt weight exceeds a certain threshold.
although the particles are not important features of the classification since they appear in any class, it is desirable for dialogue systems to include them into the evidence so that they are used in the later stage of response generation, e.g.