Linguistically Motivated Statistical Machine Translation

Released on by Deyi Xiong
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  • Linguistically Motivated Statistical Machine Translation Book Detail

  • Author : Deyi Xiong
  • Release Date : 2015-02-11
  • Publisher : Springer
  • Genre : Language Arts & Disciplines
  • Pages : 159
  • ISBN 13 : 9812873562
  • File Size : 76,76 MB
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Linguistically Motivated Statistical Machine Translation by Deyi Xiong PDF Summary

Book Description: 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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Hybrid Approaches to Machine Translation

Hybrid Approaches to Machine Translation

File Size : 87,87 MB
Total View : 3076 Views
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This volume provides an overview of the field of Hybrid Machine Translation (MT) and presents some of the latest research conducted by linguists and practitione