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Towards Answer Extraction: An Application to Technical Domains

by: Fabio Rinaldi, James Dowdall, Michael Hess, Diego Mollá, and Rolf Schwitter
In: Proc. ECAI2002 July 21-26 2002, Lyon, France Amsterdam: IOS Press (2002) , p. 460-464.
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Abstract

The shortcomings of traditional Information Retrieval are most evident when users require exact information rather than relevant documents. This practical need is pushing the research community towards systems that can exactly pinpoint those parts of documents that contain the information requested. Answer Extraction AE systems satisfy that need. This paper presents one such system ExtrAns which works by transforming documents and queries into a semantic representation called Minimal Logical Form MLF and derives the answers by logical proof from the documents. MLFs use underspecification to overcome the problems associated with a complete semantic representation and offer the possibility of monotonic, non-destructive extension.

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