Babelfy (Moro et al., 2014) is an approach with state-ofthe-art performance that relies on random walks on BabelNet multilingual semantic network (Navigli and Ponzetto, 2012a) and densest subgraph heuristics.
the approach is limited to the WSD and Entity Linking tasks.