Large-scale distributional thesauri created automatically from corpora (Grefenstette, 1994;<cite> Lin, 1998</cite>; Weeds et al., 2004; Ferret, 2012) are an inexpensive and fast alternative for representing semantic relatedness between words, when manually constructed resources like WordNet (Fellbaum, 1998 ) are unavailable or lack coverage.