Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification (Extended Abstract).
Rui XiaChengqing ZongXuelei HuErik CambriaPublished in: IJCAI (2015)
Keyphrases
- extended abstract
- domain adaptation
- sentiment classification
- sample selection
- sentiment analysis
- cross domain
- text classification
- training data
- opinion mining
- active learning
- sentence level
- cross lingual
- feature selection
- labeled data
- feature set
- document level
- text categorization
- multiple sources
- learning algorithm
- transfer learning
- naive bayes
- test data
- k nearest neighbor
- language model
- classification accuracy
- probabilistic model
- pairwise