We have presented a profile-based Cross Document Coreference (CDC) approach based on a novel fuzzy relational clustering algorithm KARC.
to traditional hard clustering methods, KARC produces fuzzy sets of identities which better reflect the intrinsic uncertainty of the CDC problem.