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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Linguistically Motivated Statistical Machine Translation: Models and Algorithms

Linguistically Motivated Statistical Machine Translation: Models and Algorithms

Xiong, Deyi
Zhang, Min

Hardcover

LinguisticsGeneral Computers

ISBN10: 9812873554
ISBN13: 9789812873552
Publisher: Springer
Published: Mar 16 2015
Pages: 152
Weight: 0.91
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English
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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