Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data.
Yufei LiXiao YuYanchi LiuHaifeng ChenCong LiuPublished in: CoRR (2023)
Keyphrases
- data sets
- learning algorithm
- prior knowledge
- learning process
- small number
- database
- synthetic data
- statistical analysis
- data collection
- background knowledge
- data points
- original data
- data sources
- weakly supervised
- data analysis
- high quality
- databases
- raw data
- learning systems
- data mining techniques
- data processing
- active learning
- computer systems
- experimental data
- supervised learning
- probabilistic model
- hidden variables
- labeled and unlabeled data