Quality Estimation without Human-labeled Data.
Yi-Lin TuanAhmed El-KishkyAdithya RenduchintalaVishrav ChaudharyFrancisco GuzmánLucia SpeciaPublished in: CoRR (2021)
Keyphrases
- labeled data
- quality estimation
- unlabeled data
- semi supervised
- semi supervised learning
- training data
- text classification
- active learning
- supervised learning
- transfer learning
- domain adaptation
- semi supervised classification
- data points
- labeled training data
- class labels
- quality metrics
- training examples
- prior knowledge
- labeled examples
- labeled and unlabeled data
- label propagation
- labeled training set
- co training
- training set
- labeled data for training
- information retrieval
- reinforcement learning
- labeling process
- supervised methods
- unsupervised learning
- learning environment
- human experts
- bit rate
- text categorization