Automatic Domain Adaptation for Word Sense Disambiguation Based on Comparison of Multiple Classifiers.
Kanako KomiyaManabu OkumuraPublished in: PACLIC (2012)
Keyphrases
- word sense disambiguation
- domain adaptation
- multiple classifiers
- classifier combination
- wordnet
- multiple sources
- natural language processing
- cross domain
- machine translation
- labeled data
- semi supervised learning
- semi supervised
- information extraction
- transfer learning
- target domain
- unlabeled data
- machine learning methods
- ensemble learning
- test data
- co occurrence
- information retrieval
- computer vision
- part of speech
- co training
- training data
- pattern recognition
- keywords
- reinforcement learning
- learning tasks
- feature set
- active learning
- prior knowledge
- pairwise
- classifier ensemble
- learning algorithm
- data sets