For instance, the words harassment and molestation represent the same concepts (since they both belong to the same synset in WordNet), so they are grouped together in this approach, whereas in the previous one, where only the frequency of terms is taken into consideration, they are considered two distinct words.
the drawback of this approach is that such kind of resources may not be available for all languages, and therefore we might have problems in applying this approach.