Linguistically Motivated Statistical Machine Translation Models and Algorithms /

• Main Authors: Xiong, Deyi (Author), Zhang, Min (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2015.
• Subjects: Linguistics.; Computational linguistics.; Computational Linguistics.

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 mod...

Table of Contents:

• 1 Introduction
• 2 BTG-Based SMT
• 3 Syntactically Annotated Reordering
• 4 Semantically Informed Reordering
• 5 Lexicalized Bracketing
• 6 Linguistically Motivated Bracketing
• 7 Translation Rule Selection with Document-Level Semantic Information
• 8 Translation Error Detection with Linguistic Features
• 9 Closing Remarks
• Index
• References.