However to build a system that can learn a richer set of relations is not trivial, because often labeled training data is required (Kim and Moldovan, 1993; Soderland et al., 1999) and most methods do not scale to corpora where the number of relations is very large or when the relations are not specified in advance<cite> (Fader et al., 2011)</cite> .