Due to the limited supervision provided by ESE (in most cases only 3-5 seeds are given), traditional ESE systems usually employ bootstrapping methods (Cucchiarelli and Velardi, 2001;Pasca, 2007;Riloff and Jones, 1999;Wang and Cohen, 2008).
the entity set is iteratively expanded through a pattern generation step and an instance extraction step.