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Cover: 9780521874151 | Statistical Machine Translation | Philipp Koehn | Buch | Englisch
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Statistical Machine Translation
Buch von Philipp Koehn
Sprache: Englisch

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Beschreibung
This first textbook on statistical machine translation shows students and developers how to build an automatic language translation system.
This first textbook on statistical machine translation shows students and developers how to build an automatic language translation system.
Über den Autor
Philipp Koehn is a lecturer in the School of Informatics at the University of Edinburgh. He is the scientific co-ordinator of the European EuroMatrix project and also involved in research funded by DARPA in the USA. He has also collaborated with leading companies in the field, such as Systran and Asia Online. He implemented the widely used decoder Pharoah, and is leading the development of the open source machine translation toolkit Moses.
Inhaltsverzeichnis
Preface; Part I. Foundations: 1. Introduction; 2. Words, sentences, corpora; 3. Probability theory; Part II. Core Methods: 4. Word-based models; 5. Phrase-based models; 6. Decoding; 7. Language models; 8. Evaluation; Part III. Advanced Topics: 9. Discriminative training; 10. Integrating linguistic information; 11. Tree-based models; Bibliography; Author index; Index.
Details
Erscheinungsjahr: 2009
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 446
ISBN-13: 9780521874151
ISBN-10: 0521874157
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Koehn, Philipp
Hersteller: Cambridge University Press
Maße: 250 x 175 x 28 mm
Von/Mit: Philipp Koehn
Erscheinungsdatum: 17.12.2009
Gewicht: 0,946 kg
preigu-id: 101542131
Über den Autor
Philipp Koehn is a lecturer in the School of Informatics at the University of Edinburgh. He is the scientific co-ordinator of the European EuroMatrix project and also involved in research funded by DARPA in the USA. He has also collaborated with leading companies in the field, such as Systran and Asia Online. He implemented the widely used decoder Pharoah, and is leading the development of the open source machine translation toolkit Moses.
Inhaltsverzeichnis
Preface; Part I. Foundations: 1. Introduction; 2. Words, sentences, corpora; 3. Probability theory; Part II. Core Methods: 4. Word-based models; 5. Phrase-based models; 6. Decoding; 7. Language models; 8. Evaluation; Part III. Advanced Topics: 9. Discriminative training; 10. Integrating linguistic information; 11. Tree-based models; Bibliography; Author index; Index.
Details
Erscheinungsjahr: 2009
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 446
ISBN-13: 9780521874151
ISBN-10: 0521874157
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Koehn, Philipp
Hersteller: Cambridge University Press
Maße: 250 x 175 x 28 mm
Von/Mit: Philipp Koehn
Erscheinungsdatum: 17.12.2009
Gewicht: 0,946 kg
preigu-id: 101542131
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