Shivanandroy/KeyPhraseTransformer
KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction | Keyword extraction
Built on a T5 encoder-decoder architecture trained on 500K samples, it handles variable-length text by automatically chunking inputs and extracting n-grams (unigram through trigram) without requiring user-specified parameters or preprocessing. The model integrates seamlessly with HuggingFace's ecosystem and provides a simple Python API for end-to-end topic modeling automation without manual intervention.
106 stars. No commits in the last 6 months. Available on PyPI.
Stars
106
Forks
14
Language
Python
License
MIT
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Last pushed
Jun 23, 2024
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