Automated Implementation Process of Machine Translation System for Related Languages

Authors

  • Jernej Vičič University of Primorska, Andrej Marušič Institute (UP IAM)
  • Petr Homola Charles University Prague, Institute of Formal and Applied Linguistics
  • Vladislav Kuboň Charles University Prague, Institute of Formal and Applied Linguistics

Keywords:

Machine translation, related languages, shallow transfer, automatic data creation

Abstract

The paper presents an attempt to automate all data creation processes of a rule-based shallow-transfer machine translation system. The presented methods were tested on four fully functional translation systems covering language pairs: Slovenian paired with Serbian, Czech, English and Estonian language. An extensive range of evaluation tests was performed to assess the applicability of the methods.

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Author Biography

Jernej Vičič, University of Primorska, Andrej Marušič Institute (UP IAM)

Research associate at the UPIAM, University of Primorska Assistant professor at the FAMNIT, University of Primorska, Department of Information Sciences and Technology

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Published

2016-07-11

How to Cite

Vičič, J., Homola, P., & Kuboň, V. (2016). Automated Implementation Process of Machine Translation System for Related Languages. COMPUTING AND INFORMATICS, 35(2), 441–469. Retrieved from https://www.cai.sk/ojs/index.php/cai/article/view/1557

Issue

Vol. 35 No. 2 (2016): Computing and Informatics

Section

Articles