Towards language service creation and customization for low-resource languages

Donghui Lin, Yohei Murakami, Toru Ishida

研究成果: Article査読

1 被引用数 (Scopus)

抄録

The most challenging issue with low-resource languages is the difficulty of obtaining enough language resources. In this paper, we propose a language service framework for low-resource languages that enables the automatic creation and customization of new resources from existing ones. To achieve this goal, we first introduce a service-oriented language infrastructure, the Language Grid; it realizes new language services by supporting the sharing and combining of language resources. We then show the applicability of the Language Grid to low-resource languages. Furthermore, we describe how we can now realize the automation and customization of language services. Finally, we illustrate our design concept by detailing a case study of automating and customizing bilingual dictionary induction for low-resource Turkic languages and Indonesian ethnic languages.

本文言語English
論文番号67
ジャーナルInformation (Switzerland)
11
2
DOI
出版ステータスPublished - 2020 2 1

ASJC Scopus subject areas

  • Information Systems

フィンガープリント 「Towards language service creation and customization for low-resource languages」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル