2013, ADW, 3 which first represents a given linguistic item (such as a word or a concept) using random walks over the WordNet semantic network, where random walks are initialized from the synsets associated with that item.
structurebased approaches are limited only to the concepts appearing in Wikipedia article titles, which almost always correspond to noun concepts.