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Graph-based named entity linking with Wikipedia
Abstract Named entity linking (NEL) grounds entity Named entity linking (NEL) grounds entity mentions to their corresponding Wikipedia article. State-of-the-art supervised NEL systems use features over the rich Wikipedia document and link-graph structure. Graph-based measures have been effective over WordNet for word sense disambiguation (wsd). We draw parallels between NEL and (wsd), motivating our unsupervised NEL approach that exploits the Wikipedia article and category link graphs. Our system achieves 85.5% accuracy on the TAC 2010 shared task - competitive with the best supervised and unsupervised systems. best supervised and unsupervised systems.
Abstractsub Named entity linking (NEL) grounds entity Named entity linking (NEL) grounds entity mentions to their corresponding Wikipedia article. State-of-the-art supervised NEL systems use features over the rich Wikipedia document and link-graph structure. Graph-based measures have been effective over WordNet for word sense disambiguation (wsd). We draw parallels between NEL and (wsd), motivating our unsupervised NEL approach that exploits the Wikipedia article and category link graphs. Our system achieves 85.5% accuracy on the TAC 2010 shared task - competitive with the best supervised and unsupervised systems. best supervised and unsupervised systems.
Bibtextype inproceedings  +
Doi 10.1007/978-3-642-24434-6_16  +
Has author Ben Hachey + , Will Radford + , Curran J.R. +
Has extra keyword Entity resolution + , Graph-based + , Named entities + , Text mining + , Web intelligence + , Wikipedia + , Word-sense disambiguation + , Wordnet + , Information systems + , Systems engineering + , User interfaces + , World Wide Web + , Natural language processing systems +
Has keyword Entity resolution + , Integration + , Text mining + , Web intelligence + , Wikipedia +
Isbn 9783642244339  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 213–226  +
Published in Lecture Notes in Computer Science +
Title Graph-based named entity linking with Wikipedia +
Type conference paper  +
Volume 6997 LNCS  +
Year 2011 +
Creation dateThis property is a special property in this wiki. 7 November 2014 22:33:43  +
Categories Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 7 November 2014 22:33:43  +
DateThis property is a special property in this wiki. 2011  +
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