Applying Active Learning to Word Sense Disambiguation in a Real-Time Setting.
Sungrim MoonYukun ChenJingqi WangJoshua C. DennyHua XuPublished in: AMIA (2014)
Keyphrases
- word sense disambiguation
- active learning
- wordnet
- natural language processing
- machine translation
- semantic relatedness
- feature generation
- machine learning
- information extraction
- word sense
- lexical knowledge
- semi supervised
- wide coverage
- highly ambiguous
- part of speech
- unsupervised word sense disambiguation
- machine learning methods
- linguistic knowledge
- semantic similarity
- co occurrence
- lexical information
- supervised learning
- training set
- knowledge base
- learning algorithm