We tested our method on the two corpora used in <cite>(Gliozzo et al., 2005)</cite> : 20-NewsGroups, classified by a single-class scheme (single category per document), and Reuters-10 3 , of a multi-class scheme. As in <cite>their work</cite>, non-standard category names were adjusted, such as Foreign exchange for Money-fx.