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作者:

Liu, Lei (Liu, Lei.) | Zhang, Sen (Zhang, Sen.) | Diao, Lu Hong (Diao, Lu Hong.) | Yan, Shu Ying (Yan, Shu Ying.) | Cao, Cun Gen (Cao, Cun Gen.)

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EI Scopus

摘要:

Hyponymy relations play a crucial role in various natural language processing systems. Automatic acquisition and verification of hyponymy relations is a basic problem in knowledge acquisition from text. We present a method that acquires and verifies hyponymy relations based on multiple patterns and features. It initially obtains a set of removable patterns using Chinese lexico-syntactic patterns. Then the concepts of constituting hyponymy relation are acquired with removable patterns. Finally, hyponymy relations are verified with space structure features, semantic features and context features. Experimental results demonstrate good performance of the method. © 2008 Springer-Verlag Berlin Heidelberg.

关键词:

Knowledge acquisition Mergers and acquisitions Natural language processing systems Semantics

作者机构:

  • [ 1 ] [Liu, Lei]College of Applied Sciences, Beijing University of Technology
  • [ 2 ] [Zhang, Sen]College of Applied Sciences, Beijing University of Technology
  • [ 3 ] [Diao, Lu Hong]College of Applied Sciences, Beijing University of Technology
  • [ 4 ] [Yan, Shu Ying]Institute of Computing Technology, Chinese Academy of Sciences
  • [ 5 ] [Cao, Cun Gen]Institute of Computing Technology, Chinese Academy of Sciences

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ISSN: 0302-9743

年份: 2008

卷: 5243 LNAI

页码: 225-232

语种: 英文

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