Service composition scenarios for task-oriented translation

Chunqi Shi, Donghui Lin, Toru Ishida

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

Due to instant availability and low cost, machine translation is becoming popular. Machine translation mediated communication plays a more and more important role in international collaboration. However, machine translators cannot guarantee high quality translation. In a multilingual communication task, many in-domain resources, for example domain dictionaries, are needed to promote translation quality. This raises the problem of how to help communication task designers provide higher quality translation systems, systems that can take advantage of various in-domain resources. The Language Grid, a service-oriented collective intelligent platform, allows in-domain resources to be wrapped into language services. For task-oriented translation, we propose service composition scenarios for the composition of different language services, where various in-domain resources are utilized effectively. We design the architecture, provide a script language as the interface for the task designer, which is easy for describing the composition scenario, and make a case study of a Japanese-English campus orientation task. Based on the case study, we analyze the increase in translation quality possible and the usage of in-domain resources. The results demonstrate a clear improvement in translation accuracy when the in-domain resources are used.

本文言語English
ホスト出版物のタイトルProceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012
編集者Mehmet Ugur Dogan, Joseph Mariani, Asuncion Moreno, Sara Goggi, Khalid Choukri, Nicoletta Calzolari, Jan Odijk, Thierry Declerck, Bente Maegaard, Stelios Piperidis, Helene Mazo, Olivier Hamon
出版社European Language Resources Association (ELRA)
ページ2951-2958
ページ数8
ISBN(電子版)9782951740877
出版ステータスPublished - 2012
外部発表はい
イベント8th International Conference on Language Resources and Evaluation, LREC 2012 - Istanbul, Turkey
継続期間: 2012 5 212012 5 27

出版物シリーズ

名前Proceedings of the 8th International Conference on Language Resources and Evaluation, LREC 2012

Other

Other8th International Conference on Language Resources and Evaluation, LREC 2012
国/地域Turkey
CityIstanbul
Period12/5/2112/5/27

ASJC Scopus subject areas

  • 言語学および言語
  • 言語および言語学
  • 教育
  • 図書館情報学

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