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Linguistically Motivated Statistical Machine Translation

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Linguistically Motivated Statistical Machine Translation

Models and Algorithms

Deyi Xiong, Min Zhang

Springer
Publication date : 2015-02-11

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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.

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About the book

Author

Deyi Xiong , Min Zhang

Imprint

Springer

Collection

n.c

Publication date

2015-02-11

Pages

152 pages

Print ISBN

9789812873552

Language

English

Ebook informations

EAN EPUB

9789812873569

Price

£44.99

Copy count 1

Print count 15

File size 1761 Ko

Informations accessibility

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About author(s)

Deyi Xiong

Min Zhang

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