KELVIN: a tool for automated knowledge base construction

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dc.contributor.authorMcNamee, Paul
dc.contributor.authorMayfield, James
dc.contributor.authorFinin, Tim
dc.contributor.authorOates, Tim
dc.contributor.authorLawrie, Dawn
dc.contributor.authorXu, Tan
dc.contributor.authorOard, Doug
dc.date.accessioned2018-11-05T14:24:55Z
dc.date.available2018-11-05T14:24:55Z
dc.date.issued2013-06-03
dc.descriptionProc. Conf. of the North American Chapter of the Association for Computational Linguistics: Human Language Technologiesen_US
dc.description.abstractWe present KELVIN, an automated system for processing a large text corpus and distilling a knowledge base about persons, organizations, and locations. We have tested the KELVIN system on several corpora, including: (a) the TAC KBP 2012 Cold Start corpus which consists of public Web pages from the University of Pennsylvania, and (b) a subset of 26k news articles taken from English Gigaword 5th edition. Our NAACL HLT 2013 demonstration permits a user to interact with a set of searchable HTML pages, which are automatically generated from the knowledge base. Each page contains information analogous to the semi-structured details about an entity that are present in Wikipedia Infoboxes, along with hyperlink citations to supporting text.en_US
dc.description.urihttps://ebiquity.umbc.edu/paper/html/id/622/KELVIN-a-tool-for-automated-knowledge-base-constructionen_US
dc.format.extent4 pagesen_US
dc.genreconference papers and proceedings pre-printen_US
dc.identifierdoi:10.13016/M2542JC8R
dc.identifier.urihttp://hdl.handle.net/11603/11853
dc.language.isoen_USen_US
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.subjectinformation extractionen_US
dc.subjectnatural language processingen_US
dc.subjectKELVINen_US
dc.subjectknowledge baseen_US
dc.subjectHTML pagesen_US
dc.subjectUMBC Ebiquity Research Groupen_US
dc.titleKELVIN: a tool for automated knowledge base constructionen_US
dc.typeTexten_US

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