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  • 标题:Towards Language Service Creation and Customization for Low-Resource Languages
  • 本地全文:下载
  • 作者:Donghui Lin ; Yohei Murakami ; Toru Ishida
  • 期刊名称:Information
  • 电子版ISSN:2078-2489
  • 出版年度:2020
  • 卷号:11
  • 期号:2
  • 页码:67-78
  • DOI:10.3390/info11020067
  • 出版社:MDPI Publishing
  • 摘要: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.
  • 关键词:low-resource languages; the Language Grid; language resources; language service infrastructure; bilingual dictionary low-resource languages ; the Language Grid ; language resources ; language service infrastructure ; bilingual dictionary
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