Transfer Learning, Feature Selection and Word Sense Disambiguation.
Paramveer S. DhillonLyle H. UngarPublished in: ACL/IJCNLP (2) (2009)
Keyphrases
- transfer learning
- word sense disambiguation
- feature selection
- text categorization
- feature generation
- multi task
- feature set
- text classification
- machine learning
- wordnet
- learning tasks
- natural language processing
- knowledge transfer
- labeled data
- cross domain
- unsupervised word sense disambiguation
- active learning
- information extraction
- reinforcement learning
- machine translation
- transfer knowledge
- word sense
- machine learning methods
- machine learning algorithms
- collaborative filtering
- learning algorithm
- support vector
- semi supervised learning
- feature extraction
- semantic similarity
- support vector machine
- data sets
- domain adaptation
- feature space
- model selection
- k nearest neighbor
- unlabeled data
- learning problems
- text documents
- co occurrence
- text mining
- label information
- natural language
- unsupervised learning
- dimensionality reduction
- class labels
- classification accuracy