As a result various knowledge bases have been produced like TopicSignatures (Agirre and Lacalle, 2004) , ConceptNet (Liu and Singh, 2004) , Yago (Suchanek et al., 2007) , NELL (Carlson et al., 2009) and ReVerb<cite> (Fader et al., 2011)</cite> .