Integration of workflow and pipeline for language service composition

Mai Xuan Trang, Yohei Murakami, Donghui Lin, Toru Ishida

研究成果: Conference contribution

6 被引用数 (Scopus)

抄録

Integrating language resources and language services is a critical part of building natural language processing applications. Service workflow and processing pipeline are two approaches for sharing and combining language resources. Workflow languages focus on expressive power of the languages to describe variety of workflow patterns to meet users' needs. Users can combine those language services in service workflows to meet their requirements. The workflows can be accessible in distributed manner and can be invoked independently of the platforms. However, workflow languages lack of pipelined execution support to improve performance of workflows. Whereas, the processing pipeline provides a straightforward way to create a sequence of linguistic processing to analyze large amounts of text data. It focuses on using pipelined execution and parallel execution to improve throughput of pipelines. However, the resulting pipelines are standalone applications, i.e., software tools that are accessible only via local machine and that can only be run with the processing pipeline platforms. In this paper we propose an integration framework of the two approaches so that each offests the disadvantages of the other. We then present a case study wherein two representative frameworks, the Language Grid and UIMA, are integrated.

本文言語English
ホスト出版物のタイトルProceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014
編集者Nicoletta Calzolari, Khalid Choukri, Sara Goggi, Thierry Declerck, Joseph Mariani, Bente Maegaard, Asuncion Moreno, Jan Odijk, Helene Mazo, Stelios Piperidis, Hrafn Loftsson
出版社European Language Resources Association (ELRA)
ページ3829-3836
ページ数8
ISBN(電子版)9782951740884
出版ステータスPublished - 2014
外部発表はい
イベント9th International Conference on Language Resources and Evaluation, LREC 2014 - Reykjavik, Iceland
継続期間: 2014 5月 262014 5月 31

出版物シリーズ

名前Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014

Other

Other9th International Conference on Language Resources and Evaluation, LREC 2014
国/地域Iceland
CityReykjavik
Period14/5/2614/5/31

ASJC Scopus subject areas

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

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