Abstract
This is the second year in a row we are participating in CLEF. Our aim is to test the performance of a statistical stemmer on various languages. For CLEF 2006, we tried the stemmer on French [1]; while for CLEF 2007, we did experiments for the Hungarian, Bulgarian and Czech monolingual tasks. We find that, for all languages, YASS produces significant improvements over the baseline (unstemmed) runs. The performance of YASS is also found to be comparable to that of other available stemmers for all the three east European Languages.
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Majumder, P., Mitra, M., Datta, K.: Statistical vs. rule-based stemming for monolingual french retrieval. 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. 107–110. Springer, Heidelberg (2007)
Majumder, P., Mitra, M., Parui, S.K., Kole, G., Mitra, P., Datta, K.: Yass: Yet another suffix stripper. ACM Trans. Inf. Syst. 25(4), 18 (2007)
Salton, G. (ed.): The SMART Retrieval System—Experiments in Automatic Document Retrieval. Prentice Hall Inc., Englewood Cliffs (1971)
Ounis, I., Lioma, C., Macdonald, C., Plachouras, V.: Research directions in terrier. In: Baeza-Yates, R., et al. (eds.) Novatica/UPGRADE Special Issue on Web Information Access (Invited Paper) (2007)
Tordai, A., de Rijke, M.: Four Stemmers and a Funeral: Stemming in Hungarian at CLEF 2005. In: Peters, C., Gey, F.C., Gonzalo, J., Müller, H., Jones, G.J.F., Kluck, M., Magnini, B., de Rijke, M., Giampiccolo, D. (eds.) CLEF 2005. LNCS, vol. 4022, pp. 179–186. Springer, Heidelberg (2006)
Dolamic, L., Savoy, J.: Stemming approaches for east european languages. In: Peters, C., et al. (eds.) CLEF 2007. LNCS, vol. 5152, pp. 37–44. Springer, Heidelberg (2008)
Ircing, P., Muller, L.: Czech Monolingual Information Retrieval Using Off-The-Shelf Components - the University of West Bohemia at CLEF 2007 Ad-Hoc track. In: Peters, C., et al. (eds.) CLEF 2007. LNCS, vol. 5152. Springer, Heidelberg (2008)
Ceska, P., Pecina, P.: Charles University at CLEF 2007 Ad-Hoc Track. In: Peters, C., et al. (eds.) CLEF 2007. LNCS, vol. 5152. Springer, Heidelberg (2008)
Savoy, J., Abdou, S.: Experiments with monolingual, bilingual, and robust retrieval. 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. 137–144. Springer, Heidelberg (2007)
Savoy, J.: Searching strategies for the hungarian language. Inf. Process Manage 44(1), 310–324 (2008)
Savoy, J.: Report on CLEF-2003 Monolingual Tracks: Fusion of Probabilistic Models for Effective Monolingual Retrieval. In: Peters, C., Gonzalo, J., Braschler, M., Kluck, M. (eds.) CLEF 2003. LNCS, vol. 3237, pp. 322–336. Springer, Heidelberg (2004)
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Majumder, P., Mitra, M., Pal, D. (2008). Bulgarian, Hungarian and Czech Stemming Using YASS. 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_6
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DOI: https://doi.org/10.1007/978-3-540-85760-0_6
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