Linguistically Motivated Statistical Machine Translation : Models and Algorithms
2015 ed.
Book Details
Format
Hardback or Cased Book
ISBN-10
9812873554
ISBN-13
9789812873552
Edition
2015 ed.
Publisher
Springer Verlag, Singapore
Imprint
Springer Verlag, Singapore
Country of Manufacture
SG
Country of Publication
GB
Publication Date
Mar 16th, 2015
Print length
152 Pages
Weight
374 grams
Dimensions
24.40 x 16.30 x 1.40 cms
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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