Abstract
This paper discusses our system’s results at the Spanish Question Answering task of CLEF 2007. Our system is centered in a full data-driven approach that combines information retrieval and machine learning techniques. It mainly relies on the use of lexical information and avoids any complex language processing procedure. Evaluation results indicate that this approach is very effective for answering definition questions from Wikipedia. In contrast, they also reveal that it is very difficult to respond factoid questions from this resource solely based on the use of lexical overlaps and redundancy.
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de Pablo-Sánchez, C., González-Ledesma, A., Martínez-Fernández, J.L., Guirao, J.M., Martínez, P., Moreno-Sandoval, A.: MIRACLE’s cross-lingual question ans-wering experiments with Spanish as a target language. In: [6], pp. 488–491
Ferrés, D., Kanaan, S., Ageno, A., González, E., Rodríguez, H., Turmo, J.: The TALP-QA system for Spanish at CLEF. In: [6], pp. 400–409 (2005)
Roger, S., Ferrández, S., Ferrández, A., Peral, J., Llopis, F., Aguilar, A., Tomás, D.: AliQAn, Spanish QA system at CLEF 2005. In: [6], pp. 457–466
Téllez-Valero, A., Montes-y-Gómez, M., Villaseñor-Pineda, L.: INAOE’s participation at QA@CLEF 2007. In: Working notes for the 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary (September 2007)
Juárez-González, A., Téllez-Valero, A., Denicia-Carral, C., Montes-y-Gómez, M., Villaseñor-Pineda, L.: Using machine learning and text mining in question answering. In: Peters, C., Clough, P., Gey, F.C., Karlgren, J., Magnini, B., Oard, D.W., de Rijke, M., Stempfhuber, M. (eds.) CLEF 2006. LNCS, vol. 4730, pp. 415–423. Springer, Heidelberg (2007)
Peters, C., Gey, F.C., Gonzalo, J., Müller, H., Jones, G.J.F., Kluck, M., Magnini, B., de Rijke, M. (eds.): CLEF 2005. LNCS, vol. 4022. Springer, Heidelberg (2006)
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Téllez, A. et al. (2008). A Lexical Approach for Spanish Question Answering. In: Peters, C., et al. Advances in Multilingual and Multimodal Information Retrieval. CLEF 2007. Lecture Notes in Computer Science, vol 5152. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85760-0_40
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DOI: https://doi.org/10.1007/978-3-540-85760-0_40
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-85759-4
Online ISBN: 978-3-540-85760-0
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