Syntax-based Statistical Machine Translation Models and Approaches
2011
This paper gives an overview of our research work on syntax-based statistical machine translation in recent year.Our work especially focused on a series of syntax-based statistical machine translation models and approaches,which includes: the translation model based on maximum entropy bracketing transduction grammar,source phrase structure based tree-to-string translation model and the translation approaches based on it—tree-based approach,forest-based approach,and joint parsing and decoding approach,and the source dependency based translation model.
Keywords:
- Computer-assisted translation
- Machine translation software usability
- Machine translation
- Synchronous context-free grammar
- Example-based machine translation
- Natural language processing
- Dynamic and formal equivalence
- Transfer-based machine translation
- Rule-based machine translation
- Computer science
- Artificial intelligence
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