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Is is the Right Answer? Exploiting web redundancy for answer validation

by: Bernardo Magnini, Matteo Negri, Roberto Prevete, and Hristo Tanev
In: Proceedings ACL 2002 (2002) , p. 425-432.
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Abstract

Answer Validation is an emerging topic in Question Answering, where open domain systems are often required to rank huge amounts of candidate answers. We present a novel approach to answer validation based on the intuition that the amount of implicit knowledge which connects an answer to a question can be quantitatively estimated by exploiting the redundancy of Web information. Experiments carried out on the TREC-2001 judged-answer collection show that the approach achieves a high level of performance i.e. 81% success rate. The simplicity and the efficiency of this approach make it suitable to be used as a module in Question Answering systems.

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