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Applying Query Expansion Techniques to Ad Hoc Monolingual Tasks with the IR-n System

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Advances in Multilingual and Multimodal Information Retrieval (CLEF 2007)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 5152))

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Abstract

The paper describes our participation in the Monolingual tasks at CLEF 2007. We submitted results for the following languages: Hungarian, Bulgarian and Czech. We focused on studying different query expansion techniques: Probabilistic Relevance Feedback (PRF) and Mutual Information Relevance Feedback (MI-RF) to improve retrieval performance. After an analysis of our experiments and of the official results at CLEF 2007, we achieved considerably improved scores by using query expansion techniques for different languages (Hungarian, Bulgarian and Czech).

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References

  1. Gale, W.A., Church, K.W.: Identifying word correspondence in parallel texts. In: HLT 1991: Proceedings of the workshop on Speech and Natural Language, Morristown, NJ, USA, pp. 152–157. ACL (1991)

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  2. Llopis, F.: IR-n: Un Sistema de Recuperación de Información Basado en Pasajes. PhD thesis, University of Alicante (2003)

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Carol Peters Valentin Jijkoun Thomas Mandl Henning Müller Douglas W. Oard Anselmo Peñas Vivien Petras Diana Santos

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© 2008 Springer-Verlag Berlin Heidelberg

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Noguera, E., Llopis, F. (2008). Applying Query Expansion Techniques to Ad Hoc Monolingual Tasks with the IR-n System. 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_5

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  • DOI: https://doi.org/10.1007/978-3-540-85760-0_5

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-85759-4

  • Online ISBN: 978-3-540-85760-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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