Following Baroni and Lenci (2010), we use typed dependency relations as the bases for our distributional features, and following Padó and Lapata (2007), we include higher-order dependency relations in this space.
in contrast to previous proposals, the higher-order dependency relations provides structure to the space that is crucial to our definition of composition.