Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling.
Debjit PaulMittul SinghMichael A. HedderichDietrich KlakowPublished in: CoRR (2019)
Keyphrases
- data sets
- learning process
- prior knowledge
- machine learning
- training data
- probability distribution
- data points
- learning tasks
- supervised learning
- background knowledge
- semi supervised learning
- structured prediction
- learning models
- training examples
- parameter estimation
- text mining
- knowledge discovery
- active learning
- learning algorithm