Example-Based Machine Translation of the Basque Language

نویسندگان

  • Nicolas Stroppa
  • Declan Groves
  • Andy Way
  • Kepa Sarasola
چکیده

Basque is both a minority and a highly inflected language with free order of sentence constituents. Machine Translation of Basque is thus both a real need and a test bed for MT techniques. In this paper, we present a modular DataDriven MT system which includes different chunkers as well as chunk aligners which can deal with the free order of sentence constituents of Basque. We conducted Basque to English translation experiments, evaluated on a large corpus (270, 000 sentence pairs). The experimental results show that our system significantly outperforms state-of-the-art approaches according to several common automatic evaluation metrics.

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تاریخ انتشار 2006