For instance, for intrinsic evaluation, the agreement between thesauri has been examined, looking at the average similarity of a word in the thesauri<cite> (Lin, 1998)</cite> , and at the overlap and rank agreement between the thesauri for target words like nouns (Weeds et al., 2004) .