Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming.
Ayush MaheshwariKrishnaTeja KillamsettyGanesh RamakrishnanRishabh K. IyerMarina DanilevskyLucian PopaPublished in: ACL (Findings) (2022)
Keyphrases
- semi supervised
- data sets
- active learning
- supervised learning
- training data
- data collection
- learning algorithm
- unsupervised learning
- prior knowledge
- human experts
- raw data
- high dimensional data
- learning systems
- image data
- knowledge discovery
- data sources
- data analysis
- background knowledge
- spectral clustering
- partially labeled
- missing data
- aggregate data
- training examples
- training samples
- labeled data
- data processing
- programming language
- data points
- xml documents
- learning process
- data structure