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