In the last decade, standard DSMs using bag-of-words or syntactic cooccurrence counts have been enhanced by integration into neural networks Levy et al., 2015; Nguyen et al., 2016) , or by integrating perceptual information (Silberer and Lapata, 2014; Bruni et al., 2014; <cite>Kiela et al., 2014</cite>; Lazaridou et al., 2015) .