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Title:Moses: Open Source Toolkit for Statistical Machine Translation
Authors: Philipp Koehn ; Hieu Hoang ; Alexandra Birch-Mayne ; Christopher Callison-Burch ; Marcello Federico ; Nicola Bertoldi ; Brooke Cowan ; Wade Shen ; Christine Moran ; Richard Zens ; Chris Dyer ; Ondrej Bojar ; Alexandra Constantin ; Evan Herbst
Date:Jun 2007
Publication Title:Annual Meeting of the Association for Computation Linguistics (ACL), Demonstration Session
Publication Type:Conference Paper Publication Status:Published
Page Nos:177-180
We describe an open-source toolkit for statistical machine translation whose novel contributions are (a) support for linguistically motived 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.
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Bibtex format
author = { Philipp Koehn and Hieu Hoang and Alexandra Birch-Mayne and Christopher Callison-Burch and Marcello Federico and Nicola Bertoldi and Brooke Cowan and Wade Shen and Christine Moran and Richard Zens and Chris Dyer and Ondrej Bojar and Alexandra Constantin and Evan Herbst },
title = {Moses: Open Source Toolkit for Statistical Machine Translation},
book title = {Annual Meeting of the Association for Computation Linguistics (ACL), Demonstration Session},
year = 2007,
month = {Jun},
pages = {177-180},
url = {},

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