Evaluating the Quality of a Knowledge Base Populated from Text

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dc.contributor.authorMayfield, James
dc.contributor.authorFinin, Tim
dc.date.accessioned2018-11-05T17:23:46Z
dc.date.available2018-11-05T17:23:46Z
dc.date.issued2012-06-07
dc.descriptionAKBC-WEKEX '12: Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, June 2012en_US
dc.description.abstractThe steady progress of information extraction systems has been helped by sound methodologies for evaluating their performance in controlled experiments. Annual events like MUC, ACE and TAC have developed evaluation approaches enabling researchers to score and rank their systems relative to reference results. Yet these evaluations have only assessed component technologies needed by a knowledge base population system; none has required the construction of a knowledge base that is then evaluated directly. We describe an approach to the direct evaluation of a knowledge base and an instantiation that will be used in a 2012 TAC Knowledge Base Population track.en_US
dc.description.urihttps://dl.acm.org/citation.cfm?id=2391213en_US
dc.format.extent6 pagesen_US
dc.genreconference papers and proceedingsen_US
dc.genrepreprints
dc.identifierdoi:10.13016/M2GF0N118
dc.identifier.citationJames Mayfield and Tim Finin, Evaluating the Quality of a Knowledge Base Populated from Text, AKBC-WEKEX '12 Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction Pages 68-73.en_US
dc.identifier.urihttp://hdl.handle.net/11603/11866
dc.language.isoen_USen_US
dc.publisherACM
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.relation.ispartofUMBC Faculty Collection
dc.rightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.
dc.subjectcold starten_US
dc.subjectentity linkingen_US
dc.subjectinformation extractionen_US
dc.subjectknowledge base populationen_US
dc.subjectknowledge baseen_US
dc.subjectmachine readingen_US
dc.subjectnatural language processingen_US
dc.subjectsemantic weben_US
dc.subjectslot fillingen_US
dc.subjecttext analysis conferenceen_US
dc.subjectUMBC Ebiquity Research Groupen_US
dc.titleEvaluating the Quality of a Knowledge Base Populated from Texten_US
dc.typeTexten_US
dcterms.creatorhttps://orcid.org/0000-0002-6593-1792

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