Statistical Machine Translation - ISBN:0521874157

Statistical Machine Translation

Date: 12 November 2010, 06:40

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Philipp Koehn, "Statistical Machine Translation"
Cambridge University Press | 2010 | ISBN: 0521874157 | 446 pages | PDF | 2,6 MB

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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