We thus extend the scheme in Figure 1 by creating two vectors per category (in steps 1 and 2): a reference vector c ref in term space, consisting of referring terms for the category name; and a context vector c con , representing the category name in LSA space, as in <cite>(Gliozzo et al., 2005)</cite> .