ENGLISH

Linguistically Motivated Statistical Machine Translation: Models and Algorithms

By Deyi Xiong , Min Zhang (auth.)

Book information

Publisher
Springer-Verlag Singapur
Year
2015
ISBN
978-981-287-355-2, 978-981-287-356-9
DOI
10.1007/978-981-287-356-9
Language
english
Format
PDF
Filesize
6 MB (6232448 bytes)
Edition
1
Pages
152\159
Topic
Linguistics Foreign
Time added
2015-02-17 02:00:00
Computational Linguistics

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.

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