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作者:

Du, Yongping (Du, Yongping.) (学者:杜永萍) | Huang, Xuanjing (Huang, Xuanjing.) | Wu, Lide (Wu, Lide.)

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摘要:

Open domain question answering (QA) represents a challenge of natural language processing, aiming at returning exact answers in response to natural language questions. A novel pattern learning method for QA is developed. The key idea is to get answers using answer patterns learned from the Web. Although many other QA systems use the pattern based method, the method in this paper is implemented automatically and it can handle the problems other systems fail, such as the weakness of pattern restriction and so on. The experiment result on the TREC data indicates that the method is effective. It solves not only the questions relying on simple patterns, but also the questions that need complex patterns for answer extraction. The question number of the latter is about 80% in the question set of the TREC.

关键词:

Feature extraction Information theory Learning algorithms Natural language processing systems Pattern matching Queueing theory

作者机构:

  • [ 1 ] [Du, Yongping]Department of Computer Science and Engineering, Fudan University, Shanghai 200433, China
  • [ 2 ] [Du, Yongping]Institute of Computer Science, Beijing University of Technology, Beijing 100022, China
  • [ 3 ] [Huang, Xuanjing]Department of Computer Science and Engineering, Fudan University, Shanghai 200433, China
  • [ 4 ] [Wu, Lide]Department of Computer Science and Engineering, Fudan University, Shanghai 200433, China

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来源 :

Computer Research and Development

ISSN: 1000-1239

年份: 2006

期: 3

卷: 43

页码: 449-455

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 6

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 2

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