Source Free Transfer Learning for Text Classification.
Zhongqi LuYin ZhuSinno Jialin PanEvan Wei XiangYujing WangQiang YangPublished in: AAAI (2014)
Keyphrases
- transfer learning
- text classification
- target domain
- labeled data
- learning tasks
- text categorization
- source domain
- machine learning
- domain adaptation
- text mining
- cross domain
- sentiment analysis
- feature selection
- knowledge transfer
- multi label
- cross domain text classification
- naive bayes
- text classifiers
- knn
- document classification
- manifold alignment
- previously learned
- sentiment classification
- real world
- unlabeled data
- multi task
- k nearest neighbor
- semi supervised learning
- multi task learning
- labeled training data
- reinforcement learning
- data sets
- natural language processing
- high dimensional
- domain specific
- data analysis
- transfer knowledge
- transferring knowledge
- class labels