Improving Human-Labeled Data through Dynamic Automatic Conflict Resolution.
David Q. SunHadas KotekChristopher KleinMayank GuptaWilliam LiJason D. WilliamsPublished in: COLING (2020)
Keyphrases
- labeled data
- conflict resolution
- semi supervised
- unlabeled data
- semi supervised learning
- active learning
- transfer learning
- supervised learning
- training data
- text classification
- domain adaptation
- resolve conflicts
- labeled training data
- semi supervised classification
- resolving conflicts
- data points
- prior knowledge
- learning algorithm
- labeled and unlabeled data
- co training
- class labels
- labeled examples
- target domain
- human experts
- supervised methods
- labeled data for training
- labeled training set
- labeled instances
- label propagation
- label information
- knowledge representation
- knowledge base