Linguistically Motivated Statistical Machine Translation: Models and Algorithms

Deyi Xiong, Min Zhang

ISBN 10: 9811013659 / ISBN 13: 9789811013652

Editore: Springer 2016-10-09, 2016

Riguardo questo articolo

Codice articolo 6666-IUK-9789811013652

Dati bibliografici

Titolo: Linguistically Motivated Statistical Machine...

Casa editrice: Springer 2016-10-09

Data di pubblicazione: 2016

Legatura: Paperback

Condizione: New

Descrizione articolo

Riassunto:

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.

Informazioni sull?autore:

Deyi Xiong is a professor at Soochow University. Previously he was a research scientist at the Institute for Infocomm Research of Singapore from 2007-2013. He completed his Ph.D. in Computer Science at the Institute of Computing Technology of Chinese Academy of Sciences in 2007. His research interests are in the area of natural language processing, including parsing and statistical machine translation.

Min Zhang is a professor at Soochow University. He obtained his Ph.D. degree in Computer Science at Harbin Institute of Technology in 1997. His research interests include machine translation, natural language processing and text mining.