Previous work has shown that selecting the sentences containing the entities targeted by a given relation is enough accurate (Banko et al., 2007;Mintz et al., 2009) to provide reliable training data.
only (Hoffmann et al., 2010) used DS to define extractors that are supposed to detect all the relation instances from a given input text.