But neither ESA nor WNP recognize collocations: the former because of the bag-of-words principle underlying tfidf, and the latter only in the case where the collocational pair is a concept on its own.
we found that this measure provides bad results in its lower range (since the path length between distant nodes strongly depends on the density of wordNet for each knowledge domain).