Most of the later approaches used the original Lexicographical Files of WN (more recently called SuperSenses) as very coarse-grained sense distinctions.
not so much attention has been paid on learning class-based classifiers from other available sense-groupings such as WordNet Domains (Magnini and Cavaglià, 2000), SUMO labels (Niles and Pease, 2001), EuroWordNet Base Concepts , Top Concept Ontology labels (Alvez et al., 2008) or Basic Level Concepts (Izquierdo et al., 2007).