Linguistically Motivated Statistical Machine Translation Models and Algorithms

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

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.