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Semi-automatic enrichment of crowdsourced synonymy networks: the WISIGOTH system applied to Wiktionary
Abstract Semantic lexical resources are a mainstay Semantic lexical resources are a mainstay of various Natural Language Processing applications. However, comprehensive and reliable resources are rare and not often freely available. Handcrafted resources are too costly for being a general solution while automatically-built resources need to be validated by experts or at least thoroughly evaluated. We propose in this paper a picture of the current situation with regard to lexical resources, their building and their evaluation. We give an in-depth description of Wiktionary, a freely available and collaboratively built multilingual dictionary. Wiktionary is presented here as a promising raw resource for NLP. We propose a semi-automatic approach based on random walks for enriching Wiktionary synonymy network that uses both endogenous and exogenous data. We take advantage of the wiki infrastructure to propose a validation “by crowds”. Finally, we present an implementation called WISIGOTH, which supports our approach.led WISIGOTH, which supports our approach.
Abstractsub Semantic lexical resources are a mainstay Semantic lexical resources are a mainstay of various Natural Language Processing applications. However, comprehensive and reliable resources are rare and not often freely available. Handcrafted resources are too costly for being a general solution while automatically-built resources need to be validated by experts or at least thoroughly evaluated. We propose in this paper a picture of the current situation with regard to lexical resources, their building and their evaluation. We give an in-depth description of Wiktionary, a freely available and collaboratively built multilingual dictionary. Wiktionary is presented here as a promising raw resource for NLP. We propose a semi-automatic approach based on random walks for enriching Wiktionary synonymy network that uses both endogenous and exogenous data. We take advantage of the wiki infrastructure to propose a validation “by crowds”. Finally, we present an implementation called WISIGOTH, which supports our approach.led WISIGOTH, which supports our approach.
Bibtextype article  +
Citeulike 10006288  +
Doi 10.1007/s10579-011-9168-6  +
Has author Franck Sajous + , Emmanuel Navarro + , Bruno Gaume + , Laurent Prévot + , Yannick Chudy +
Has extra keyword Wiktionary +
Has paywall mirror http://www.springerlink.com/content/2775805j55t15875/?MUD=MP  +
Has reference Fatally flawed: refuting the recent study on encyclopedic accuracy by the journal nature + , Scaling Consensus: Increasing Decentralization in Wikipedia Governance + , Internet encyclopaedias go head to head + , Worth its weight in gold or yet another resource - a comparative study of wiktionary, openthesaurus and germanet + , Semi-automatic endogenous enrichment of collaboratively constructed lexical resources: piggybacking onto wiktionary + , Using the Wiktionary graph structure for synonym detection + , What’s the difference? - comparing expert-built and collaboratively built lexical semantic resources +
Has remote mirror http://w3.erss.univ-tlse2.fr:8080/index.jsp?perso=fsajous&subURL=papers/LRE/sajousEtAl_LRE_SI_CCLR.pdf  +
Has webcitation mirror 67ZSSQrVO  +
Issn 1574-020X  +
Language English +
Number of citations by publication 0  +
Number of references by publication 7  +
Pages 1-34  +
Published in Language Resources and Evaluation +
Title Semi-automatic enrichment of crowdsourced synonymy networks: the WISIGOTH system applied to Wiktionary +
Type journal article  +
Year 2011 +
Creation dateThis property is a special property in this wiki. 29 January 2012 21:35:10  +
Categories Publications without keywords parameter  + , Publications without license parameter  + , Journal articles  + , Publications  +
Modification dateThis property is a special property in this wiki. 11 May 2012 03:21:52  +
DateThis property is a special property in this wiki. 2011  +
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Semi-automatic enrichment of crowdsourced synonymy networks: the WISIGOTH system applied to Wiktionary + Title
 

 

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