Similarly to<cite> Klebanov et al. (2014)</cite> , we classify each content word (i.e., adjective, noun, verb or adverb) appearing in a proverb as being used metaphorically or not. As a baseline, we use a set of features very similar to the one proposed by<cite> Klebanov et al. (2014)</cite> . To obtain results more easily comparable with<cite> Klebanov et al. (2014)</cite>, we use the same classifier, i.e., logistic regression, in the implementation bundled with the scikit-learn package (Pedregosa et al., 2011) .