Cross-Domain Opinion Word Identification with Query-By-Committee Active Learning.
Yi-Lin TsaiRichard Tzong-Han TsaiChuang-Hua ChuehSen-Chia ChangPublished in: TAAI (2014)
Keyphrases
- cross domain
- query by committee
- active learning
- transfer learning
- sentiment classification
- random sampling
- uncertainty sampling
- supervised learning
- sample complexity
- labeled data
- domain adaptation
- knowledge transfer
- text categorization
- sentiment analysis
- unlabeled data
- generalization error
- learning algorithm
- cost sensitive
- training examples
- training set
- learning tasks
- machine learning
- semi supervised learning
- semi supervised
- sliding window
- target domain
- theoretical analysis
- learning process
- data streams
- training data