| 基于大规模语料库的多引擎语言翻译模型的构建 |
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| 引用本文： | 黄金柱,李青.基于大规模语料库的多引擎语言翻译模型的构建[J].洛阳师范学院学报,2010,29(2):64-69. |
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| 作者姓名： | 黄金柱 李青 |
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| 作者单位： | 解放军外国语学院研究生院语言信息处理专业,河南,洛阳,471003 |
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| 摘 要： | 提出了基于大规模语料库的多引擎翻译系统模型的构建,该模型主要包括三大部分:基于层次化长句分解和支持向量机基本名词识别的句法分析器、基于实例匹配的翻译子引擎、基于语块的统计翻译子引擎.该语言翻译模型综合各个翻译模型的优点,最大程度地提高机器翻译的准确率和召回率.实验表明该系统的各项指标都比较理想,尤其是处理效率很高.
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| 关 键 词： | 机器翻译 多引擎 大规模语料库 双语平行语料库 |
The Construction of Large Scale Corpus-Based Multi-Engine MT Model |
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| HUANG Jin-zhu,LI Qing.The Construction of Large Scale Corpus-Based Multi-Engine MT Model[J].Journal of Luoyang Teachers College,2010,29(2):64-69. |
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| Authors: | HUANG Jin-zhu LI Qing |
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| Institution: | The Department of Natural Language Processing/a>;PLA University of Foreign Languages/a>;Luoyang 471003/a>;China |
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| Abstract: | We put forward a construction model of the large scale corpus-based multi-engine MT system,which includes three parts: the syntax parser based on hierarchical sentence decomposition and basic noun recognition of SVM(support vector machines),the EBMT(example-based machine translation) sub-engine,and the chunk-based STMT(statistical machine translation) sub-engine.The multi-engine model covers all the advantages of various translation methods and improves the accurateness and recalling rate to the largest deg... |
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| Keywords: | MT translation multi-engine large-scale corpora bilingual parallel corpora |
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