International Conference of the Pacific Association for Computational Linguistics

Computational Linguistics pp 251-262

Collecting Bilingual Technical Terms from Japanese-Chinese Patent Families by SVM

  • Lijuan Dong
  • Zi Long
  • Takehito Utsuro
  • Tomoharu Mitsuhashi
  • Mikio Yamamoto
Conference paper

DOI: 10.1007/978-981-10-0515-2_18

Volume 593 of the book series Communications in Computer and Information Science (CCIS)
Cite this paper as:
Dong L., Long Z., Utsuro T., Mitsuhashi T., Yamamoto M. (2016) Collecting Bilingual Technical Terms from Japanese-Chinese Patent Families by SVM. In: Hasida K., Purwarianti A. (eds) Computational Linguistics. Communications in Computer and Information Science, vol 593. Springer, Singapore

Abstract

This paper proposes how to collect bilingual technical terms from Japanese-Chinese patent families. In the proposed method, the phrase translation table of a statistical machine translation model is used within the procedure of estimating Japanese-Chinese translation of technical terms. In this procedure, first, we extract Japanese technical terms from the Japanese side of parallel patent sentences. Then, we collect all the sentences that contain the extracted Japanese term. Next, we generate Chinese translation of the Japanese technical term, where we refer to the phrase translation table of a statistical machine translation model. Finally, we apply the Support Vector Machines (SVMs) to the task of identifying bilingual technical terms. As the overall performance, we achieve over 90 % precision with the condition of more than or equal to 60 % recall.

Keywords

Translation acquisition Statistical machine translation Phrase translation table SVM 

Copyright information

© Springer Science+Business Media Singapore 2016

Authors and Affiliations

  • Lijuan Dong
    • 1
  • Zi Long
    • 1
  • Takehito Utsuro
    • 1
  • Tomoharu Mitsuhashi
    • 2
  • Mikio Yamamoto
    • 1
  1. 1.Graduate School of Systems and Information EngineeringUniversity of TsukubaTsukubaJapan
  2. 2.Japan Patent Information OrganizationKoto-kuJapan