Finally, several works present unsupervised methods for ranking proper template instantia-tions, mainly as selectional preferences (Light and Greiff, 2002;Erk, 2007;Ritter et al., 2010).
we eventually choose instantiation candidates, and thus preferred supervised methods that enable filtering and not just ranking.