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cs.CL2014★ 19 cited
Arabic Language Text Classification Using Dependency Syntax-Based Feature Selection
Yannis Haralambous, Yassir Elidrissi, Philippe Lenca
We study the performance of Arabic text classification combining various techniques: (a) tfidf vs. dependency syntax, for feature selection and weighting; (b) class association rul…
cs.CL2014★ 12 cited
Thematically Reinforced Explicit Semantic Analysis
Yannis Haralambous, Vitaly Klyuev
We present an extended, thematically reinforced version of Gabrilovich and Markovitch's Explicit Semantic Analysis (ESA), where we obtain thematic information through the category…
cs.CL2014
Les mathématiques de la langue : l'approche formelle de Montague
Yannis Haralambous
We present a natural language modelization method which is strongely relying on mathematics. This method, called "Formal Semantics," has been initiated by the American linguist Ric…