Evaluating the Effectiveness of Ensembles of Decision Trees in Disambiguating Senseval Lexical Samples

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This paper presents an evaluation of an ensemble--based system that participated in the English and Spanish lexical sample tasks of Senseval-2. The system combines decision trees of unigrams, bigrams, and co--occurrences into a single classifier. The analysis is extended to include the Senseval-1 data.
Appears in the Proceedings of the ACL-02 Workshop on Word Sense Disambiguation: Recent Successes and Future Directions, July 11, 2002, Philadelphia, PA

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Computation and Language, I.2.7

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http://salesiana.dossiersoluciones.com/handle/123456789/31118

Consulte el texto completo en el siguiente enlace:

https://arxiv.org/abs/cs/0205067
 http://arxiv.org/abs/cs/0205067

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arXiv