Moses: Open Source Toolkit for Statistical Machine Translation

Moses: Open Source Toolkit for Statistical Machine Translation
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DOI：
10.3115/1557769.1557821
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发表时间：
2007-06
期刊：
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影响因子：
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通讯作者：
Philipp Koehn;Hieu T. Hoang;Alexandra Birch;Chris Callison-Burch;Marcello Federico;N. Bertoldi;Brooke Cowan
Philipp Koehn;Hieu T. Hoang;Alexandra Birch;Chris Callison-Burch;Marcello Federico;N. Bertoldi;Brooke Cowan
中科院分区：
其他
文献类型：
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作者：
Philipp Koehn;Hieu T. Hoang;Alexandra Birch;Chris Callison-Burch;Marcello Federico;N. Bertoldi;Brooke Cowan

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我们描述了一个开放源码的统计机器翻译工具包，它的新贡献是(A)支持语言驱动因素，(B)混淆网络解码，以及(C)翻译模型和语言模型的高效数据格式。除了SMT解码器，该工具包还包括各种工具，用于培训、调整系统并将其应用于许多翻译任务。
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.