In the second task (see Section 6), we have used as baselines the most competitive models reported in<cite> Weeds et al. (2014)</cite> , namely the SVM classifiers trained on the PPMI vector of the second word (svmSINGLE), or on the concatenated (svmCAT), summed (svmADD), multiplied (svmMULT) and subtracted (svmDIFF) PPMI vectors of the words in the pair.