Book: "Statistical Machine Translation"
Philipp Koehn
Hardcover, 488 pages
Publisher: Cambridge University Press
ISBN-10: 0521874157
ISBN-13: 978-0521874151
Available now at
amazon.uk
or
amazon.com
.
Content
(more slides will be added over the next weeks)
Chapter 1: Introduction
Chapter 2: Words, Sentences, Corpora
Chapter 3: Probability Theory
Chapter 4: Word-Based Models
slides
Chapter 5: Phrase-Based Models
slides
Chapter 6: Decoding
slides
Chapter 7: Language Models
slides
Chapter 8: Evaluation
slides
Chapter 9: Discriminative Training
Chapter 10: Integrating Linguistic Information
Chapter 11: Tree-Based Models
slides
LaTex sources for slides
Errata
Commented Bibliography