An Empirical Evaluation of Knowledge Sources and Learning Algorithms for Word Sense Disambiguation.
Yoong Keok LeeHwee Tou NgPublished in: EMNLP (2002)
Keyphrases
- word sense disambiguation
- knowledge sources
- learning algorithm
- wordnet
- natural language processing
- domain specific
- knowledge base
- machine learning algorithms
- blackboard architecture
- feature generation
- knowledge based systems
- multiple knowledge sources
- semantic relations
- domain knowledge
- semantic network
- word sense
- expert systems
- machine translation
- machine learning methods
- cultural algorithms
- semantic knowledge
- world knowledge
- knowledge acquisition
- information sources
- machine learning
- training data
- highly ambiguous
- part of speech
- co occurrence
- semantic similarity
- feature set
- reinforcement learning
- search engine
- sense disambiguation
- information extraction
- external knowledge
- decision trees
- data sets
- unsupervised word sense disambiguation