Statistical machine translation

 

Philipp Koehn

 

Cambridge University Press, 2009

 

[ISBN: 978-0-521-87415-1]

 

Contents

 

Preface

I    Foundations

  1. Introduction
  2. Words, sentences, corpora
  3. Probability theory

II   Core methods

  1. Word-based models
  2. Phrase-based models
  3. Decoding
  4. Language models
  5. Evaluation

III  Advanced topics

  1. Discriminative training
  2. Integrating linguistic information
  3. Tree-based models

Bibliography

Author index

Index