Linguistically Motivated Statistical Machine Translation: Models and Algorithms

Reference

Zhang, Min

Xiong, Deyi

Words, Language & Grammar

Springer

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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Books by Xiong, Deyi

See the best price to sell, buy, or rent books by Xiong, Deyi. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Linguistically Motivated Statistical Machine Translation: Models and Algorithms

Linguistically Motivated Statistical Machine Translation: Models and Algorithms