The latter is exploited through recent results in distributional models of lexical semantics, as proposed in word embedding methods (e.g., (Mikolov et al., 2013;Sahlgren, 2006).
we adopt the Smoothed Partial Tree Kernel (SPTK) described in Croce et al.