Towards Language Service Creation and Customization for Low-Resource Languages

Autor:	Donghui Lin, Yohei Murakami, Toru Ishida
Jazyk:	angličtina
Rok vydání:	2020
Předmět:	low-resource languages the language grid language resources language service infrastructure bilingual dictionary Information technology T58.5-58.64
Zdroj:	Information, Vol 11, Iss 2, p 67 (2020)
Druh dokumentu:	article
ISSN:	2078-2489 11020067
DOI:	10.3390/info11020067
Popis:	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.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/4e02c44a515840c9980c594ed51658e8 Zobrazit plný text záznamu View record in DOAJ Plný text ve formátu PDF Plný text ve formátu HTML
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