PNNL: A Supervised Maximum Entropy Approach to Word Sense Disambiguation.
Stephen TratzAntonio SanfilippoMichelle L. GregoryAlan R. ChappellChristian PossePaul WhitneyPublished in: SemEval@ACL (2007)
Keyphrases
- maximum entropy
- word sense disambiguation
- wordnet
- natural language processing
- maximum entropy principle
- machine translation
- information extraction
- semi supervised
- conditional random fields
- word sense
- machine learning methods
- supervised learning
- learning algorithm
- semantic role labeling
- unsupervised learning
- feature selection
- machine learning
- semantic similarity
- artificial intelligence
- unsupervised word sense disambiguation
- feature set
- higher order
- co occurrence
- natural language
- semantic roles