Cross-Lingual Text Categorization

Cross-Lingual Text Categorization (2003)

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by Nuria Bel , Cornelis H. A. Koster , Marta Villegas

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@MISC{Bel03cross-lingualtext,
    author = {Nuria Bel and Cornelis H. A. Koster and Marta Villegas},
    title = {Cross-Lingual Text Categorization},
    year = {2003}
}

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Abstract

This article deals with the problem of Cross-Lingual Text Categorization (CLTC), which arises when documents in different languages must be classified according to the same classification tree. We describe practical and cost-e#ective solutions for automatic Cross-Lingual Text Categorization, both in case a sufficient number of training examples is available for each new language and in the case that for some language no training examples are available. Experimental

Citations

839	Machine learning in automated text categorization - Sebastiani - 2002
220	Information retrieval as statistical translation - Berger, Lafferty - 1999
186	An evaluation of phrasal and clustered representations on a text categorization task - Lewis - 1992
87	Mistake-driven learning in text categorization - Dagan, Karov, et al. - 1997
73	General convergence results for linear discriminant updates - Grove, Littlestone, et al.
53	Little words can make a big difference for text classification - Riloff - 1995
42	F.: A learner-independent evaluation of the usefulness of statistical phrases for automated text categorization. In: Text databases & document management: theory & practice - Caropreso, Matwin, et al. - 2001
33	Disambiguation strategies for cross-language information retrieval - Hiemstra, Jong - 1999
31	A patent search and classification system - Larkey - 1999
18	Comparing Cross-Language Query Expansion Techniques by Degrading Translation Resources - McNamee, Mayfield - 2002
11	Uncertainty-based noise reduction and term selection in text categorization - Peters, Koster - 2002
7	Automatic term detection: A review of current systems - Cabre-Castellvi, Estopa, et al. - 2001
3	2002), Taming Wild - Koster, Seutter
3	Little Words Can Make a Big Di erence for Text Classi cation - Rilo - 1995
2	Gina-Anne Levow (2001), Improved Cross-Language Retrieval using Backo# Translation - Resnik, Oard - 2001