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Question-Answering based on virtually integrated lexical knowledge base

Published: 07 July 2003 Publication History

Abstract

This paper proposes an algorithm for causality inference based on a set of lexical knowledge bases that contain information about such items as event role, is-a hierarchy, relevant relation, antonymy, and other features. These lexical knowledge bases have mainly made use of lexical features and symbols in HowNet. Several types of questions are experimented to test the effectiveness of the algorithm here proposed. Particularly in this paper, the question form of "why" is dealt with to show how causality inference works.

References

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Zhen Dong and Q. Dong. 1999-2003. Hownet, http://www.keenage.com/
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Jerry R. Hobbs, Mark Stickel, Douglas Appelt and Paul Martin. 1988. Interpretation as Abduction, Proceedings of the Conference on 26th Annual Meeting of the Assocation for Computational Linguistics.
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Doug Lenat, George Miller, and Toshio Yokoi. 1995. CYC, WordNet, and EDR: Critiques and Responses, Communications of the ACM, 38(11):45--48.
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Bernardo Magnini and Manuela Speranza. 2002. Merging Global and Specialized Linguistic Ontologies, Proceedings of Ontolex 2002 (Workshop held in conjunction with LREC-2002), Las Palmas.
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George Miller. 1995. WordNet: a lexical database. Communications of the ACM, 38(11):39--41.
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Dan Moldovan and Adrian Novischi. 2002. Lexical Chains for Question Answering, Proceedings of COLING 2002, Taipei.
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Takanoa Ogino and Masahiro Kobayashi. 2000. Verb Patterns extracted from EDR Concept Description, IPSJ SIGNotes Natural Language Abstract, No. 138-006:39--46.
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Alexandra Marius Pasça. 2001. High-Performance, Open-Domain Question Answering from Large Text Collections. Ph.D Dissertation, Southern Methodist University.
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H. Sofia Pinto, Asunción Gómez-Pérez and João P. Martins. 1999. Some Issues on Ontology Integration, Proceedings of the IJCAI-99 workshop on Ontologies and Problem-Solving Methods (KRR5), Stockholm.
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Stuart Russell and Peter Norvig. 1995. Artificial Intelligence: A Modern Approach. Prentice-Hall.
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Toshio Yokoi. 1995. The EDR Electronic Dictionary. Communications of the ACM, 38(11).

Cited By

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  • (2007)Automatic Acquisition of Qualia Structure from Corpus DataIEICE - Transactions on Information and Systems10.1093/ietisy/e90-d.10.1534E90-D:10(1534-1541)Online publication date: 1-Oct-2007
  • (2005)Knowledge-Based RDF specification for ubiquitous healthcare servicesProceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III10.1007/11553939_104(735-741)Online publication date: 14-Sep-2005
  • (2005)RDF schema based ubiquitous healthcare service compositionProceedings of the 6th international conference on E-Commerce and Web Technologies10.1007/11545163_21(208-217)Online publication date: 23-Aug-2005

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cover image DL Hosted proceedings
AsianIR '03: Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
July 2003
175 pages
  • Program Chair:
  • Jun Adachi

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Association for Computational Linguistics

United States

Publication History

Published: 07 July 2003

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Cited By

View all
  • (2007)Automatic Acquisition of Qualia Structure from Corpus DataIEICE - Transactions on Information and Systems10.1093/ietisy/e90-d.10.1534E90-D:10(1534-1541)Online publication date: 1-Oct-2007
  • (2005)Knowledge-Based RDF specification for ubiquitous healthcare servicesProceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III10.1007/11553939_104(735-741)Online publication date: 14-Sep-2005
  • (2005)RDF schema based ubiquitous healthcare service compositionProceedings of the 6th international conference on E-Commerce and Web Technologies10.1007/11545163_21(208-217)Online publication date: 23-Aug-2005

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