Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes.
Marina SedinkinaNikolas BreitkopfHinrich SchützePublished in: ACL (1) (2019)
Keyphrases
- domain adaptation
- semi supervised
- cross domain
- multiple sources
- transfer learning
- sentiment classification
- labeled data
- concept space
- data sets
- test data
- target domain
- semi supervised learning
- e learning
- co training
- manifold alignment
- document classification
- unlabeled data
- feature extraction
- data analysis
- similarity measure
- machine learning