... and inference algorithms thatcan scale the cross-document coreference problemto corpora of that size.Much of the previous work in cross-document coreference (Bagga and Baldwin, 1998; Ravin ... Oregon, June 19-24, 2011.c2011 Association for Computational LinguisticsLarge-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical ModelsSameer Singh§Amarnag Subramanya†Fernando ... within-document coreference (Ng, 2005;Culotta et al., 2007; Haghighi and Klein, 2007;Bengston and Roth, 2008; Haghighi and Klein,2009; Haghighi and Klein, 2010), the larger prob-lem of cross-document coreference...