We use the word clusters trained by<cite> Plank and Moschitti (2013)</cite> on the ukWaC corpus (Baroni et al., 2009 ) with 2 billion words, and the C&W word embeddings from Turian el al. (2010) 2 with 50 dimensions following Nguyen and Grishman (2014) .