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Author:

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

Abstract:

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.

Keyword:

Semantics Mergers and acquisitions Natural language processing systems Knowledge acquisition

Author Community:

  • [ 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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Source :

ISSN: 0302-9743

Year: 2008

Volume: 5243 LNAI

Page: 225-232

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

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Chinese Cited Count:

30 Days PV: 6

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