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» Word sense disambiguation for arabic text categorization

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NLP
2000

136views Natural Language Processing» more NLP 2000»

Learning Rules for Large-Vocabulary Word Sense Disambiguation: A Comparison of Various Classifiers

13 years 9 months ago

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In this article we compare the performance of various machine learning algorithms on the task of constructing word-sense disambiguation rules from data. The distinguishing characte...

Georgios Paliouras, Vangelis Karkaletsis, Ion Andr...

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ACL
2003

153views Computational Linguistics» more ACL 2003»

Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study

13 years 6 months ago

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A central problem of word sense disambiguation (WSD) is the lack of manually sense-tagged data required for supervised learning. In this paper, we evaluate an approach to automati...

Hwee Tou Ng, Bin Wang, Yee Seng Chan

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IRCDL
2007

132views Digital Library» more IRCDL 2007»

An Hybrid Approach for Improving Word Sense Disambiguation and Text Clustering

13 years 6 months ago

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Abstract— In this paper we suggest a new approach to represent text document collections, integrating background knowledge to improve clustering effectiveness. Background knowled...

Paolo Casoto, Carlo Tasso

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PKDD
2005
Springer

108views Data Mining» more PKDD 2005»

Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification

13 years 10 months ago

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Dimitrios Mavroeidis, George Tsatsaronis, Michalis...

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