| 基于HMSVM的基本名词短语识别研究 |
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| 引用本文： | 王仲华,卢娇丽.基于HMSVM的基本名词短语识别研究[J].太原师范学院学报(自然科学版),2012(4):133-135. |
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| 作者姓名： | 王仲华 卢娇丽 |
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| 作者单位： | 太原师范学院数学系;山西大学现代教育技术学院 |
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| 摘 要： | 名词短语在自然语言处理中具有重要的地位．文章首先从语言学角度定义了名词短语，然后为名词短语识别的问题设计了一个序列标注模型，最后将隐马尔科夫支持向量机用于学习该序列标注问题．实验显示取得了满意的准确率和召回率．
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| 关 键 词： | 基本名词短语 隐马尔科夫 支持向量机 序列标注 |
The Study of Base NP Recognition Based on HMSVM |
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| Wang Zhonghua Lu Jiaoli.The Study of Base NP Recognition Based on HMSVM[J].Journal of Taiyuan Normal University:Natural Science Edition,2012(4):133-135. |
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| Authors: | Wang Zhonghua Lu Jiaoli |
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| Institution: | Wang Zhonghua Lu Jiaoli(1.Department of Mathematics Taiyuan Normal University,Taiyuan 030012; 2.Center of Modern Education and Technology,Shanxi University,Taiyuan 030006,China) |
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| Abstract: | It is important to recognize the NP in the field of natural language processing. At first, the paper defines Chinese NP from the linguistic standpoint is defined, then a sequence labeling model and the formulation of the learning problem are introduced for Chinese NP problem. At last,HMSVM is introduced to solve the sequence labeling problem. The experiment shows a satisfactory precision and recall. |
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| Keywords: | Base NP HMM SVM sequence labeling |
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