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portada Linguistically Motivated Statistical Machine Translation: Models and Algorithms
Type
Physical Book
Author
Publisher
Language
English
Pages
152
Format
Paperback
Dimensions
23.4x15.6x0.9 cm
Weight
0.24 kg.
ISBN13
9789811013652
Categories

Linguistically Motivated Statistical Machine Translation: Models and Algorithms

Min Zhang (Author) · Deyi Xiong (Author) · Springer · Paperback

Linguistically Motivated Statistical Machine Translation: Models and Algorithms - Xiong, Deyi ; Zhang, Min

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Synopsis "Linguistically Motivated Statistical Machine Translation: Models and Algorithms"

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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