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| 基于句法的统计机器翻译模型与方法 | |
| 引用本文： | 刘群.基于句法的统计机器翻译模型与方法[J].中文信息学报,2011,25(6):63-72. |
| 作者姓名： | 刘群 |
| 作者单位： | 中国科学院 计算技术研究所 中国科学院 智能信息处理重点实验室,北京 100190 |
| 基金项目： | 国家自然科学基金课题(60736014); 国家高技术研究发展计划课题(2006AA010108) |
| 摘 要： | 该文总结了我们近几年来在基于句法的统计机器翻译方面所做的研究工作,特别是基于源语言句法的一系列统计机器翻译模型与方法,具体包括 基于最大熵括号转录语法的翻译模型,基于源语言短语结构树的树到串翻译模型及其相应的基于树的翻译方法,基于森林的翻译方法和句法分析与解码一体化翻译方法,基于源语言依存树的翻译模型。 |
| 关 键 词： | 统计机器翻译 基于句法的翻译模型 基于句法的翻译方法 |
Syntax-based Statistical Machine Translation Models and Approaches |
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| LIU Qun.Syntax-based Statistical Machine Translation Models and Approaches[J].Journal of Chinese Information Processing,2011,25(6):63-72. | |
| Authors: | LIU Qun |
| Affiliation: | Key Laboratory of Intelligent Information Processing Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China |
| Abstract: | 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 includesthe 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. Key wordsstatistical machine translation; syntax-based translation model; syntax-based translation approach |
| Keywords: | statistical machine translation syntax-based translation model syntax-based translation approach |
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