Using lexico-semantic information for query expansion in passage retrieval for question answering

  • Authors:
  • Lonneke van der Plas;Jörg Tiedemann

  • Affiliations:
  • University of Geneva, Switzerland;University of Groningen, The Netherlands

  • Venue:
  • IRQA '08 Coling 2008: Proceedings of the 2nd workshop on Information Retrieval for Question Answering
  • Year:
  • 2008

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Abstract

In this paper we investigate the use of several types of lexico-semantic information for query expansion in the passage retrieval component of our QA system. We have used four corpus-based methods to acquire semantically related words, and we have used one hand-built resource. We evaluate our techniques on the Dutch CLEF QA track. In our experiments expansions that try to bridge the terminological gap between question and document collection do not result in any improvements. However, expansions bridging the knowledge gap show modest improvements.