Stochastic inversion transduction grammars for obtaining word phrases for phrase-based statistical machine translation

  • Authors:
  • J. A. Sánchez;J. M. Benedí

  • Affiliations:
  • Universidad Politécnica de Valencia, Valencia, Spain;Universidad Politécnica de Valencia, Valencia, Spain

  • Venue:
  • StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
  • Year:
  • 2006

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Abstract

An important problem that is related to phrase-based statistical translation models is the obtaining of word phrases from an aligned bilingual training corpus. In this work, we propose obtaining word phrases by means of a Stochastic Inversion Translation Grammar. Experiments on the shared task proposed in this workshop with the Europarl corpus have been carried out and good results have been obtained.