ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision.
Anastasiia SedovaBenjamin RothPublished in: EMNLP (2023)
Keyphrases
- cross validation
- model selection
- support vector
- unsupervised learning
- variable selection
- hyperparameters
- regression problems
- generalization error
- error estimates
- regularization parameter
- unseen data
- supervised learning
- training set
- machine learning
- information criterion
- cross validated
- semi supervised
- error correction
- learning algorithm
- supervised classification
- nearest neighbor classifiers
- data sets