We make union of all chunk's clusters except one tested cluster and then intersect this one with chunk's union.
with the mentioned methodologies, we are interested in finding a limited set of domain independent words (less than 1000) including prepositions, adverbs and adjectives and using these words for unsupervised clustering and automatic extraction of the relevant knowledge from dialog corpus.