webis-de/small-text
Python library for active learning in text classification using deep learning models.
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Small-Text provides implementations of active learning strategies for efficiently training text classifiers with limited labeled data. It offers various query strategies for selecting informative samples, initialization methods, and stopping criteria. The library integrates with PyTorch and Hugging Face Transformers, making it compatible with modern language models and transformer-based architectures for NLP tasks.
Frequently asked
- What is webis-de/small-text?
- Python library for active learning in text classification using deep learning models.
- Is small-text open source?
- Yes — webis-de/small-text is open source, released under the MIT license.
- What language is small-text written in?
- webis-de/small-text is primarily written in Python.
- How popular is small-text?
- webis-de/small-text has 646 stars on GitHub.
- Where can I find small-text?
- webis-de/small-text is on GitHub at https://github.com/webis-de/small-text.