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The Effect of Entity Recognition on Answer Validation

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Evaluation of Multilingual and Multi-modal Information Retrieval (CLEF 2006)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4730))

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Abstract

The Answer Validation Exercise (AVE) 2006 is aimed at evaluating systems able to decide whether the responses of a Question Answering (QA) system are correct or not. Since most of the questions and answers contain entities, the use of a textual entailment relation between entities is studied here for the task of Answer Validation. We present some experiments concluding that the entity entailment relation is a feature that improves a SVM based classifier close to the best result in AVE 2006.

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Carol Peters Paul Clough Fredric C. Gey Jussi Karlgren Bernardo Magnini Douglas W. Oard Maarten de Rijke Maximilian Stempfhuber

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© 2007 Springer-Verlag Berlin Heidelberg

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Rodrigo, Á., Peñas, A., Herrera, J., Verdejo, F. (2007). The Effect of Entity Recognition on Answer Validation. In: Peters, C., et al. Evaluation of Multilingual and Multi-modal Information Retrieval. CLEF 2006. Lecture Notes in Computer Science, vol 4730. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74999-8_57

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  • DOI: https://doi.org/10.1007/978-3-540-74999-8_57

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-74998-1

  • Online ISBN: 978-3-540-74999-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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