Entropy minimization and domain adversarial training guided by label distribution similarity for domain adaptation.
Fangzheng XuYu BaoBingye LiZhining HouLekang WangPublished in: Multim. Syst. (2023)
Keyphrases
- domain adaptation
- entropy minimization
- target domain
- training and test data
- weakly labeled data
- cross domain
- covariate shift
- transfer learning
- labeled data
- concept space
- multiple sources
- source domain
- training data
- semi supervised
- sentiment classification
- semi supervised learning
- similarity measure
- test data
- supervised learning
- opinion detection
- training samples
- training set
- domain specific
- co training
- document classification
- data sets
- reinforcement learning
- class labels
- text categorization
- general purpose
- machine learning