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stanfordnlp/stanza

A Python NLP library built on PyTorch providing neural models for tokenization, NER, parsing, and sentence segmentation across 60+ languages.

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Stanza is Stanford NLP Group’s official Python library that wraps and provides access to neural NLP models for multiple languages. It offers pre-trained models for core NLP tasks including named entity recognition, tokenization, sentence boundary detection, and dependency parsing using PyTorch. The library also includes specialized biomedical and clinical English models for processing scientific literature and medical notes.

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