Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs.
Jonas GoldePatrick HallerFelix HamborgJulian RischAlan AkbikPublished in: CoRR (2023)
Keyphrases
- labeled training data
- open source
- labeled data
- text classification
- unlabeled data
- supervised learning
- training data
- semi supervised learning
- co training
- labeled examples
- classification systems
- data sets
- active learning
- text mining
- information retrieval
- machine learning
- transfer learning
- training examples
- semi supervised
- learning process
- class labels
- learning experience
- learning algorithm
- target domain
- training set
- text classifiers
- learning environment