Once we have the partitions, then we compute the MUC score by: where K i is the i th key entity and p(K i ) is the set of partitions created by intersecting K i with response entities (cf.
we present our newly updated coreference scoring package in Section 3 together with the rescored CoNLL-2011/2012 outputs.