Finally, considering the debate about the ability of DSMs to calculate genuine similarity as opposed to word relatedness (Turney, 2001; Agirre et al., 2009; <cite>Hill et al., 2015</cite>) , we test the ability of the models to quantify genuine semantic similarity.