Semantic Clustering for a Functional Text Classification Task.
Thomas LippincottRebecca J. PassonneauPublished in: CICLing (2009)
Keyphrases
- text classification
- semantic features
- text representation
- clustering algorithm
- unsupervised learning
- bag of words
- semantic information
- clustering method
- text classifiers
- topic discovery
- text categorization
- k means
- machine learning
- naive bayes
- natural language
- text documents
- document clustering
- labeled data
- text mining
- feature selection
- n gram
- cluster analysis
- sentiment analysis
- visual features
- semantic similarity
- hierarchical clustering
- spectral clustering
- semantic annotation
- high level
- data cleaning
- automatic text classification
- self organizing maps
- distributional clustering
- text data
- high dimensional data
- multi label
- neural network
- semantic web
- knn
- web service descriptions