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Machine Learning in Translation Corpora Processing by Krzysztof Wolk (English) H
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- Buy it nowMachine Learning in Translation Corpora Processing by Krzysztof Wolk (English) H
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Located in: Calgary, Alberta, Canada
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Item specifics
- Condition
- ISBN-13
- 9780367186739
- Book Title
- Machine Learning in Translation Corpora Processing
- ISBN
- 9780367186739
- Publication Year
- 2019
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Machine Learning in Translation Corpora Processing
- Item Height
- 0.8in
- Item Length
- 9.2in
- Publisher
- Taylor & Francis Group
- Item Width
- 6.4in
- Item Weight
- 21.2 Oz
- Number of Pages
- 264 Pages
About this product
Product Information
This book investigates how to improve statistical machine speech translation between Polish and English. The main objective of the book is to develop an automatic and robust Polish-to-English translation system to meet specific translation requirements and to develop bilingual textual resources by mining comparable corpora.
Product Identifiers
Publisher
Taylor & Francis Group
ISBN-10
036718673x
ISBN-13
9780367186739
eBay Product ID (ePID)
16038306294
Product Key Features
Publication Name
Machine Learning in Translation Corpora Processing
Format
Hardcover
Language
English
Publication Year
2019
Type
Textbook
Number of Pages
264 Pages
Dimensions
Item Length
9.2in
Item Height
0.8in
Item Width
6.4in
Item Weight
21.2 Oz
Additional Product Features
Lc Classification Number
Pg6499.W65 2019
Table of Content
Table of contents Preface Introduction Background and context Machine translation (MT) Statistical machine translation and comparable corpora Overview of SMT Textual Components and Corpora Moses Tool Environment For SMT Aspects of SMT processing Evaluation of SMT Quality State of the Art Current methods and results in spoken language translation Recent methods in comparable corpora exploration Author's solutions to PL-EN corpora processing problems Parallel data mining improvements Multi-threaded, Tuned and GPU-accelerated Yalign Tuning of Yalign method Minor improvements in mining for Wikipedia exploration Parallel data mining using other methods SMT Metric Enhancements Alignment and filtering of corpora Baseline system training Description of experiments Results and conclusions Machine translation results Evaluation of obtained comparable corpora Quasi comparable corpora exploration Other fields of MT techniques application Final conclusions References
Copyright Date
2019
Target Audience
College Audience
Topic
Machine Theory, Polish, Intelligence (Ai) & Semantics, General, Arithmetic
Lccn
2018-060365
Illustrated
Yes
Genre
Computers, Foreign Language Study, Mathematics, Language Arts & Disciplines
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Premier Books LLC
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eBay item number:386873790251
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