430 search results - page 1 / 86 » Evaluating WordNet Features in Text Classification Models |
FLAIRS
2006
13 years 5 months ago
2006
Incorporating semantic features from the WordNet lexical database is among one of the many approaches that have been tried to improve the predictive performance of text classifica...
AUSDM
2006
Springer
13 years 8 months ago
2006
Springer
Supervised text classification is the task of automatically assigning a category label to a previously unlabeled text document. We start with a collection of pre-labeled examples ...
ICCS
2007
Springer
13 years 10 months ago
2007
Springer
In this paper, we propose an automatic text classification method based on word sense disambiguation. We use “hood” algorithm to remove the word ambiguity so that each word is ...
LREC
2010
13 years 6 months ago
2010
We describe a set of tools, resources, and experiments for opinion classification in business-related datasources in two languages. In particular we concentrate on SentiWordNet te...
NLPRS
2001
Springer
13 years 9 months ago
2001
Springer
Proposals for text classification and information retrieval have been recently presented making use of the WordNet ontology. Generally, this methodology requires statistical induc...