NDLI: Enriching Multilingual Language Resources by Discovering Missing Cross-Language Links in Wikipedia

Content Provider	IEEE Xplore Digital Library
Author	Oh, J.-H. Kawahara, D. Uchimoto, K. Kazama, J. Torisawa, K.
Copyright Year	2008
Description	Author affiliation: Nat. Inst. of Inf. & Commun. Technol. (NICT), Seika (Oh, J.-H.; Kawahara, D.; Uchimoto, K.; Kazama, J.; Torisawa, K.)
Abstract	We present a novel method for discovering missing cross-language links between English and Japanese Wikipedia articles. We collect candidates of missing cross-language links -- a pair of English and Japanese Wikipedia articles, which could be connected by cross-language links. Then we select the correct cross-language links among the candidates by using a classifier trained with various types of features. Our method has three desirable characteristics for discovering missing links. First, our method can discover cross-language links with high accuracy (92\% precision with 78\% recall rates). Second, the features used in a classifier are language-independent. Third, without relying on any external knowledge, we generate the features based on resources automatically obtained from Wikipedia. In this work, we discover approximately $10^5$ missing cross-language links from Wikipedia, which are almost two-thirds as many as the existing cross-language links in Wikipedia.
Starting Page	322
Ending Page	328
File Size	330527
Page Count	7
File Format	PDF
ISBN	9780769534961
DOI	10.1109/WIIAT.2008.317
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-12-09
Publisher Place	Australia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Dictionaries Natural languages Encyclopedias Web mining Wikipedia Information retrieval Communications technology Statistics Intelligent agent Language Resource Cross-Language Links
Content Type	Text
Resource Type	Article

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3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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