Difference between revisions of "Enriching Multilingual Language Resources by Discovering Missing Cross-Language Links in Wikipedia"
(New work - Enriching Multilingual Language Resources by Discovering Missing Cross-Language Links in Wikipedia) |
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| − | '''Enriching Multilingual Language Resources by Discovering Missing Cross-Language Links in Wikipedia''' - scientific work related to Wikipedia quality published in 2008, written by Jong-Hoon Oh, Daisuke Kawahara, Kiyotaka Uchimoto, Jun’ichi Kazama and Kentaro Torisawa. | + | '''Enriching Multilingual Language Resources by Discovering Missing Cross-Language Links in Wikipedia''' - scientific work related to [[Wikipedia quality]] published in 2008, written by [[Jong-Hoon Oh]], [[Daisuke Kawahara]], [[Kiyotaka Uchimoto]], [[Jun’ichi Kazama]] and [[Kentaro Torisawa]]. |
== Overview == | == Overview == | ||
| − | Authors present a novel method for discovering missing cross-language links between English and Japanese Wikipedia articles. Authors collect candidates of missing cross-language links -- a pair of English and Japanese Wikipedia articles, which could be connected by cross-language links. Then authors select the correct cross-language links among the candidates by using a classifier trained with various types of features. Authors method has three desirable characteristics for discovering missing links. First, 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, authors generate the features based on resources automatically obtained from Wikipedia. In this work, authors 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. | + | Authors present a novel method for discovering missing cross-language links between English and Japanese [[Wikipedia]] articles. Authors collect candidates of missing cross-language links -- a pair of English and Japanese Wikipedia articles, which could be connected by cross-language links. Then authors select the correct cross-language links among the candidates by using a classifier trained with various types of [[features]]. Authors method has three desirable characteristics for discovering missing links. First, 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, authors generate the features based on resources automatically obtained from Wikipedia. In this work, authors 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. |
Revision as of 22:57, 28 October 2020
Enriching Multilingual Language Resources by Discovering Missing Cross-Language Links in Wikipedia - scientific work related to Wikipedia quality published in 2008, written by Jong-Hoon Oh, Daisuke Kawahara, Kiyotaka Uchimoto, Jun’ichi Kazama and Kentaro Torisawa.
Overview
Authors present a novel method for discovering missing cross-language links between English and Japanese Wikipedia articles. Authors collect candidates of missing cross-language links -- a pair of English and Japanese Wikipedia articles, which could be connected by cross-language links. Then authors select the correct cross-language links among the candidates by using a classifier trained with various types of features. Authors method has three desirable characteristics for discovering missing links. First, 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, authors generate the features based on resources automatically obtained from Wikipedia. In this work, authors 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.
