An Empirical Study of the Behavior of Active Learning for Word Sense Disambiguation.
Jinying ChenAndrew I. ScheinLyle H. UngarMartha PalmerPublished in: HLT-NAACL (2006)
Keyphrases
- word sense disambiguation
- active learning
- wordnet
- natural language processing
- information extraction
- word sense
- machine translation
- feature generation
- wide coverage
- semantic relatedness
- linguistic knowledge
- lexical knowledge
- unsupervised word sense disambiguation
- semi supervised
- part of speech
- feature set
- highly ambiguous
- machine learning methods
- semantic similarity
- semantic relations
- background knowledge
- semantic information
- machine learning algorithms
- semi supervised learning
- labeled data
- feature selection