Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs.
Jonas GoldePatrick HallerFelix HamborgJulian RischAlan AkbikPublished in: EMNLP (Demos) (2023)
Keyphrases
- labeled training data
- open source
- labeled data
- unlabeled data
- text classification
- supervised learning
- training data
- semi supervised learning
- co training
- labeled examples
- semi supervised
- learning process
- classification systems
- active learning
- class labels
- text classifiers
- information extraction
- k nearest neighbor
- prior knowledge
- training examples
- feature selection