The pointer to the Wikipedia article serves as the correct concept for this mention and all other candi-date concepts we obtain from our lexicon as wrong concepts for this mention.
to us, most approaches for lexical disambiguation use either one model for all mentions (Milne and Witten, 2008;Ratinov et al., 2011) or a separate model for each mention or concept which requires a lot of training data (e.g.