Regularized Least-Squares classification for Word Sense Disambiguation.
Marius PopescuPublished in: SENSEVAL@ACL (2004)
Keyphrases
- word sense disambiguation
- regularized least squares
- wordnet
- natural language processing
- machine learning methods
- pattern recognition
- information extraction
- decision trees
- support vector
- machine learning
- classification accuracy
- supervised learning
- support vector machine svm
- feature set
- feature vectors
- support vector machine
- training set
- feature space
- semantic similarity
- machine translation
- image processing
- feature selection
- text classification
- model selection
- natural language
- training data
- machine learning algorithms
- cross validation
- word sense
- information retrieval