(Uszkoreit 2011) introduced a bootstrapping system for relation extraction rules, which achieved good performance under some circumstances.
most previous semi-supervised methods have large performance gaps from supervised systems, and their performance depends on the choice of seeds (Vyas et al., 2009;Kozareva and Hovy, 2010).