Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes.
Marina SedinkinaNikolas BreitkopfHinrich SchützePublished in: CoRR (2020)
Keyphrases
- domain adaptation
- cross domain
- multiple sources
- semi supervised
- labeled data
- semi supervised learning
- sentiment classification
- manifold alignment
- unlabeled data
- transfer learning
- concept space
- document classification
- co training
- covariate shift
- test data
- target domain
- active learning
- data points
- machine learning
- databases