We can obtain the information of sentences boundaries in most cases, however, sometimes we cannot obtain the information of paragraph boundaries.
by replacing the similarity score, sim(,) with the dissimilarity score, 1−sim(, ), we can obtain the optimal tree in terms of the split score.