SpaCy VS Transformers for NER

• spacy-models

  3 1,506 9.2 Python

  💫 Models for the spaCy Natural Language Processing (NLP) library

  

spaCy vs transformers isn't really a good comparison. You can plug a variety of things into spaCy's NLP pipelines, including Huggingface's transformer models. spaCy 3, in particular, has pre-built models with Huggingface's transformers, like en_core_web_trf.

• flair

  9 13,558 9.4 Python

  A very simple framework for state-of-the-art Natural Language Processing (NLP)

  

For NER, if you don't need the full toolkit of spacy, I'd highly recommend checking out Flair. It will likely run faster than transformer-based models (like en_core_web_trf) and it tends to be one of the best performing approaches to NER.

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