A comparison of different association measures appears in (Marton et al., 2009; <cite>Razmara et al., 2013</cite>; Saluja et al., 2014) and our preliminary experiments validated the choice of the same association measure as in these papers, namely Pointwise Mutual Information (Lin, 1998) (PMI) .