Linguistically Motivated Statistical Machine Translation

Name: Linguistically Motivated Statistical Machine Translation
SKU: 23486704
Price: 134.99 AUD
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Models and Algorithms

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Description

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.

Author Biography:

Deyi Xiong is a professor at Soochow University. Previously he was a research scientist at the Institute for Infocomm Research of Singapore from 2007-2013. He completed his Ph.D. in Computer Science at the Institute of Computing Technology of Chinese Academy of Sciences in 2007. His research interests are in the area of natural language processing, including parsing and statistical machine translation. Min Zhang is a professor at Soochow University. He obtained his Ph.D. degree in Computer Science at Harbin Institute of Technology in 1997. His research interests include machine translation, natural language processing and text mining.

Release date Australia

March 16th, 2015

Author

Audiences

Postgraduate, Research & Scholarly
Professional & Vocational

Illustrations

52 Illustrations, black and white; XII, 152 p. 52 illus.

Pages

152

Dimensions

155x235x11

ISBN-13

9789812873552

Product ID

23486704

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