Parameter optimization for machine-learning of word sense disambiguation.
Véronique HosteIris HendrickxWalter DaelemansAntal van den BoschPublished in: Nat. Lang. Eng. (2002)
Keyphrases
- word sense disambiguation
- parameter optimization
- machine learning
- natural language processing
- machine learning methods
- wordnet
- information extraction
- genetic algorithm ga
- support vector machine
- parameter settings
- differential evolution
- genetic algorithm
- feature selection
- word sense
- parameter estimation
- machine translation
- learning algorithm
- machine learning algorithms
- decision trees
- co occurrence
- knowledge representation
- natural language
- feature set
- semantic information
- fitness function
- data mining
- semantic similarity
- unsupervised word sense disambiguation
- kernel methods
- model selection
- simulated annealing
- active learning
- knowledge base
- computer vision
- artificial intelligence