There is related work on the automatic discovery of concept signatures, described by overlapping (Lin and Pantel, 2002) or fuzzy (Velldal, 2005) word clusters.
although words in the same cluster have a strong relation, they are not exclusively synonyms, and thus a cluster cannot be seen as a wordnet synset.