Instead, training data can be automatically generated from semi-structural data such as Wikipedia pages (Ling and Weld, 2012).
a single supervised classifier (Ling and Weld, 2012;Yogatama et al., 2015) or a series of classifiers (Yosef et al., 2012) are trained on this autoannotated training set.