For our experiments, we implemented twenty-eight DSMs, but for reasons of space only sixteen of them are reported in the tables. All of them include the pos-tagged target words used in the three datasets (i.e. MEN, WordSim-353 and <cite>SimLex-999</cite>) and the pos-tagged contexts having frequency above 100 in the two corpora.