Statistical machine translation:
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...
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2010
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| Subjects: | |
| Links: | https://doi.org/10.1017/CBO9780511815829 https://doi.org/10.1017/CBO9780511815829 https://doi.org/10.1017/CBO9780511815829 https://doi.org/10.1017/CBO9780511815829 https://doi.org/10.1017/CBO9780511815829 |
| Summary: | 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 |
| Physical Description: | 1 online resource (xii, 433 pages) |
| ISBN: | 9780511815829 |
| DOI: | 10.1017/CBO9780511815829 |
Staff View
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| indexdate | 2024-12-20T17:49:19Z |
| institution | BVB |
| isbn | 9780511815829 |
| language | English |
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| spelling | Koehn, Philipp 1971- Verfasser (DE-588)140284745 aut Statistical machine translation Philipp Koehn Cambridge Cambridge University Press 2010 1 online resource (xii, 433 pages) txt rdacontent c rdamedia cr rdacarrier 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 Datenverarbeitung Machine translating Translating and interpreting / Data processing Maschinelle Übersetzung (DE-588)4003966-3 gnd rswk-swf Sprachstatistik (DE-588)4182534-2 gnd rswk-swf Maschinelle Übersetzung (DE-588)4003966-3 s Sprachstatistik (DE-588)4182534-2 s 1\p DE-604 Erscheint auch als Druck-Ausgabe 978-0-521-87415-1 https://doi.org/10.1017/CBO9780511815829 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Koehn, Philipp 1971- Statistical machine translation Datenverarbeitung Machine translating Translating and interpreting / Data processing Maschinelle Übersetzung (DE-588)4003966-3 gnd Sprachstatistik (DE-588)4182534-2 gnd |
| subject_GND | (DE-588)4003966-3 (DE-588)4182534-2 |
| title | Statistical machine translation |
| title_auth | Statistical machine translation |
| title_exact_search | Statistical machine translation |
| title_full | Statistical machine translation Philipp Koehn |
| title_fullStr | Statistical machine translation Philipp Koehn |
| title_full_unstemmed | Statistical machine translation Philipp Koehn |
| title_short | Statistical machine translation |
| title_sort | statistical machine translation |
| topic | Datenverarbeitung Machine translating Translating and interpreting / Data processing Maschinelle Übersetzung (DE-588)4003966-3 gnd Sprachstatistik (DE-588)4182534-2 gnd |
| topic_facet | Datenverarbeitung Machine translating Translating and interpreting / Data processing Maschinelle Übersetzung Sprachstatistik |
| url | https://doi.org/10.1017/CBO9780511815829 |
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