As far as semi-automatic approaches are concerned, Mihalcea and Moldovan (2001) conceived eXtended WordNet, a resource providing disambiguated glosses by means of a classification ensemble combined with human supervision.
supervision depends heavily on large quantities of reliable sense-annotated data which -especially for languages other than English -are poorly available.