Moses: Open Source Toolkit for Statistical Machine Translation

Philipp Koehn,Hieu T. Hoang,Alexandra Birch,Chris Callison-Burch,Marcello Federico,N. Bertoldi,B. Cowan,Wade Shen,C. Moran,Richard Zens,Chris Dyer,Ondrej Bojar,Alexandra Constantin,Evan Herbst

Published 2007 in Annual Meeting of the Association for Computational Linguistics

ABSTRACT

We describe an open-source toolkit for statistical machine translation whose novel contributions are (a) support for linguistically motivated factors, (b) confusion network decoding, and (c) efficient data formats for translation models and language models. In addition to the SMT decoder, the toolkit also includes a wide variety of tools for training, tuning and applying the system to many translation tasks.

PUBLICATION RECORD

  • Publication year

    2007

  • Venue

    Annual Meeting of the Association for Computational Linguistics

  • Publication date

    2007-06-01

  • Fields of study

    Linguistics, Computer Science

  • Identifiers
  • External record

    Open on Semantic Scholar

  • Source metadata

    Semantic Scholar

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