Since then, it has gain popularity (Mintz et al., 2009; Bunescu and Mooney, 2007; Wu and Weld, 2007; Riedel et al., 2010; Hoffmann et al., 2011;<cite> Surdeanu et al., 2012</cite>; Nguyen and Moschitti, 2011) .