Statistical Machine Translation
- Length: 446 pages
- Edition: 1
- Language: English
- Publisher: Cambridge University Press
- Publication Date: 2010-01-18
- ISBN-10: 0521874157
- ISBN-13: 9780521874151
- Sales Rank: #546174 (See Top 100 Books)
This introductory text to statistical machine translation (SMT) provides all of the theories and methods needed to build a statistical machine translator, such as Google Language Tools and Babelfish. In general, statistical techniques allow automatic translation systems to be built quickly for any language-pair using only translated texts and generic software. With increasing globalization, statistical machine translation will be central to communication and commerce. Based on courses and tutorials, and classroom-tested globally, it is ideal for instruction or self-study, for advanced undergraduates and graduate students in computer science and/or computational linguistics, and researchers in natural language processing. The companion website provides open-source corpora and tool-kits.
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