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Named Entity Disambiguation using Freebase and Syntactic Parsing

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Published in CEUR-WS.org. Proceedings of the First International Workshop on Linked Data for Information Extraction (LD4IE 2013) co-located with the 12th International Semantic Web Conference (ISWC 2013). Sydney (Australia) - 21 October 2013 - Gentile, A.L. ; Zhang, Z. ; d'Amato, C. & Paulheim, H. 2013
Abstract Named Entity Disambiguation (NED) is a fundamental task of semantic annotation for the Semantic Web. The task of Word Sense Disambiguation (WSD) in Ontology-Based Information Extraction (OBIE) aims to establish a link between the textual entity mention and the corresponding class in the ontology. In this paper, we propose a NED process integrated in a rule-based OBIE system for French. We show that our SVM approach can improve disambiguation efficiency using syntactic features provided by the Fips parser and popularity score features extracted from the Freebase knowledge base.
Keywords Named Entity DisambiguationSyntactic ParsingLinked Open Data
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Research group Laboratoire d'Analyse et de Traitement du Langage (LATL)
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NEBHI, Kamel. Named Entity Disambiguation using Freebase and Syntactic Parsing. In: CEUR-WS.org (Ed.). Proceedings of the First International Workshop on Linked Data for Information Extraction (LD4IE 2013) co-located with the 12th International Semantic Web Conference (ISWC 2013). Sydney (Australia). [s.l.] : Gentile, A.L. ; Zhang, Z. ; d'Amato, C. & Paulheim, H., 2013. https://archive-ouverte.unige.ch/unige:31071

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Deposited on : 2013-11-15

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