Linguistically Motivated Statistical Machine Translation : Models and Algorithms
Softcover reprint of the original 1st ed. 2015
Book Details
Format
Paperback / Softback
ISBN-10
9811013659
ISBN-13
9789811013652
Edition
Softcover reprint of the original 1st ed. 2015
Publisher
Springer Verlag, Singapore
Imprint
Springer Verlag, Singapore
Country of Manufacture
SG
Country of Publication
GB
Publication Date
Oct 9th, 2016
Print length
152 Pages
Product Classification:
Computational and corpus linguisticsComputational linguistics
Ksh 8,100.00
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This book provides a wide variety of algorithms and models to integrate linguistic knowledge into Statistical Machine Translation (SMT).
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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