Linguistically Motivated Statistical Machine Translation: Models and Algorithms

by Deyi Xiong and Min Zhang

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Book Overview

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.

Format:Paperback

Language:English

ISBN:9811013659

ISBN13:9789811013652

Release Date:October 2016

Publisher:Springer

Length:152 Pages

Weight:0.53 lbs.

Dimensions:0.3" x 6.1" x 9.2"

Related Subjects

Computers Computers & Technology Language Arts

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Linguistically Motivated Statistical Machine Translation: Models and Algorithms

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