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Machine Learning in Translation Corpora Processing, Hardcover by Wolk, Krzysz...

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Item specifics

Condition
Like New: A book that looks new but has been read. Cover has no visible wear, and the dust jacket ...
Book Title
Machine Learning in Translation Corpora Processing
ISBN
9780367186739
Subject Area
Computers, Foreign Language Study, Mathematics, Language Arts & Disciplines
Publication Name
Machine Learning in Translation Corpora Processing
Item Length
9.2 in
Publisher
Taylor & Francis Group
Subject
Machine Theory, Polish, Intelligence (Ai) & Semantics, General, Arithmetic
Publication Year
2019
Type
Textbook
Format
Hardcover
Language
English
Item Height
0.8 in
Author
Krzysztof Wolk
Item Width
6.4 in
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

Author
Krzysztof Wolk
Publication Name
Machine Learning in Translation Corpora Processing
Format
Hardcover
Language
English
Subject
Machine Theory, Polish, Intelligence (Ai) & Semantics, General, Arithmetic
Publication Year
2019
Type
Textbook
Subject Area
Computers, Foreign Language Study, Mathematics, Language Arts & Disciplines
Number of Pages
264 Pages

Dimensions

Item Length
9.2 in
Item Height
0.8 in
Item Width
6.4 in
Item Weight
21.2 Oz

Additional Product Features

LCCN
2018-060365
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
Illustrated
Yes

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