In the latter setting, the proliferation of clean knowledge bases with rich semantic relations between Web entities, e.g., DBpedia (Auer et al., 2007), Freebase (Bollacker et al., 2008), or YAGO (Suchanek et al., 2007), has given rise to novel, reliable NEL techniques (see Section 2) that exploit the semantic relatedness between entities for the linking process (Shen et al., 2012;Hoffart et al., 2011b;Hoffart et al., 2012).
since the bagging strategy is mainly affected by contextual information, we turn off the component responsible for the "prominence" score and run BEL 10 times for each bagging size on these articles.