Discovering Missing Wikipedia Inter-language Links by means of Cross-lingual Word Sense Disambiguation
Els Lefever, Véronique Hoste, Martine De Cock · 2012
Wikipedia pages typically contain inter-language links to the corresponding pages in other languages.These links, however, are often incomplete.This paper describes a set of experiments in which the viability of discovering such missing inter-language links for ambiguous nouns by means of a cross-lingual Word Sense Disambiguation approach is investigated.The input for the inter-language link detection system is a set of Dutch pages for a given ambiguous noun and the output of the system is a set of links to the corresponding pages in three target languages (viz.French, Spanish and Italian).The experimental results show that although it is a very challenging task, the system succeeds to detect missing inter-language links between Wikipedia documents for a manually labeled test set.The final goal of the system is to provide a human editor with a list of possible missing links that should be manually verified.