Statistical Machine Translation

Statistical Machine Translation  (English, Hardcover, Koehn Philipp)

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    Highlights
    • Language: English
    • Binding: Hardcover
    • Publisher: Cambridge University Press
    • Genre: Computers
    • ISBN: 9780521874151, 9780521874151
    • Pages: 446
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  • Description
    The dream of automatic language translation is now closer thanks to recent advances in the techniques that underpin statistical machine translation. This class-tested textbook from an active researcher in the field, provides a clear and careful introduction to the latest methods and explains how to build machine translation systems for any two languages. It introduces the subject's building blocks from linguistics and probability, then covers the major models for machine translation: word-based, phrase-based, and tree-based, as well as machine translation evaluation, language modeling, discriminative training and advanced methods to integrate linguistic annotation. The book also reports the latest research, presents the major outstanding challenges, and enables novices as well as experienced researchers to make novel contributions to this exciting area. Ideal for students at undergraduate and graduate level, or for anyone interested in the latest developments in machine translation.
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    Book Details
    Imprint
    • Cambridge University Press
    Dimensions
    Width
    • 25 mm
    Height
    • 254 mm
    Length
    • 179 mm
    Weight
    • 1020 gr
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