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A Wikipedia based hybrid ranking method for taxonomic relation extraction
Abstract This paper proposes a hybrid ranking methoThis paper proposes a hybrid ranking method for taxonomic relation extraction (or select best position) in an existing taxonomy. This method is capable of effectively combining two resources, an existing taxonomy and Wikipedia, in order to select a most appropriate position for a term candidate in the existing taxonomy. Previous methods mainly focus on complex inference methods to select the best position among all the possible position in the taxonomy. In contrast, our algorithm, a simple but effective one, leverage two kinds of information, the expression of and the ranking information of a term candidate, to select the best position for the term candidate (the hypernym of the term candidate in the existing taxonomy). We conduct our approach on the agricultural domain and the experimental result indicates that the performances are significantly improved.e performances are significantly improved.
Abstractsub This paper proposes a hybrid ranking methoThis paper proposes a hybrid ranking method for taxonomic relation extraction (or select best position) in an existing taxonomy. This method is capable of effectively combining two resources, an existing taxonomy and Wikipedia, in order to select a most appropriate position for a term candidate in the existing taxonomy. Previous methods mainly focus on complex inference methods to select the best position among all the possible position in the taxonomy. In contrast, our algorithm, a simple but effective one, leverage two kinds of information, the expression of and the ranking information of a term candidate, to select the best position for the term candidate (the hypernym of the term candidate in the existing taxonomy). We conduct our approach on the agricultural domain and the experimental result indicates that the performances are significantly improved.e performances are significantly improved.
Bibtextype inproceedings  +
Doi 10.1007/978-3-642-45068-6_29  +
Has author Zhong X. +
Has extra keyword Best position + , Inference methods + , Ranking methods + , Relation extraction + , Wikipedia + , Extraction + , Information retrieval + , Infrared devices + , Taxonomies +
Has keyword Hybrid ranking method + , Select best position + , Taxonomic relation extraction + , Wikipedia +
Isbn 9783642450679  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 332–343  +
Published in Lecture Notes in Computer Science +
Title A Wikipedia based hybrid ranking method for taxonomic relation extraction +
Type conference paper  +
Volume 8281 LNCS  +
Year 2013 +
Creation dateThis property is a special property in this wiki. 6 November 2014 11:07:46  +
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. 6 November 2014 11:07:46  +
DateThis property is a special property in this wiki. 2013  +
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