In the present work, we perform a systematic evaluation of APSyn, testing it on the most popular test sets for similarity estimation -namely WordSim-353 (Finkelstein et al., 2001) , MEN (Bruni et al., 2014) and <cite>SimLex-999</cite> (<cite>Hill et al., 2015</cite>) .