We therefore measure the contextual similarity between a category c and a document d utilizing LSA space, replicating the method in <cite>(Gliozzo et al., 2005)</cite> : c con and d LSA are taken as the LSA vectors of the category name and the document, respectively, yielding Sim con (c, d) = cos( c con , d LSA )).