Transfer Learning for Multiple-Domain Sentiment Analysis - Identifying Domain Dependent/Independent Word Polarity.
Yasuhisa YoshidaTsutomu HiraoTomoharu IwataMasaaki NagataYuji MatsumotoPublished in: AAAI (2011)
Keyphrases
- transfer learning
- domain dependent
- sentiment analysis
- opinion words
- sentiment classification
- cross domain
- text classification
- sentence level
- domain independent
- domain adaptation
- opinion mining
- domain specific
- knowledge transfer
- text mining
- learning tasks
- sentiment words
- sentiment polarity
- sentiment lexicon
- labeled data
- domain experts
- target domain
- transfer knowledge
- semi supervised learning
- reinforcement learning
- positive or negative
- machine learning
- multi task
- machine learning algorithms
- text categorization
- collaborative filtering
- active learning
- general purpose
- cross lingual
- learning algorithm
- product features
- natural language
- domain knowledge
- semi supervised
- natural language processing
- expert systems
- knowledge sharing
- knn
- training data