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Linguistically Motivated Statistical Machine Translation

Language EnglishEnglish
Book Paperback
Book Linguistically Motivated Statistical Machine Translation Deyi Xiong
Libristo code: 15234308
Publishers Springer Verlag, Singapore, October 2016
This book provides a wide variety of algorithms and models to integrate linguistic knowledge into St... Full description
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This book provides a wide variety of algorithms and models to integrate linguistic knowledge into Statistical Machine Translation (SMT). It helps advance conventional SMT to linguistically motivated SMT by enhancing the following three essential components: translation, reordering and bracketing models. It also serves the purpose of promoting the in-depth study of the impacts of linguistic knowledge on machine translation. Finally it provides a systematic introduction of Bracketing Transduction Grammar (BTG) based SMT, one of the state-of-the-art SMT formalisms, as well as a case study of linguistically motivated SMT on a BTG-based platform.

About the book

Full name Linguistically Motivated Statistical Machine Translation
Author Deyi Xiong
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 152
EAN 9789811013652
ISBN 9811013659
Libristo code 15234308
Weight 2584
Dimensions 155 x 235 x 9
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