Advanced NLP with SpaCy

Re:Advanced NLP with SpaCy by rpedela on Thursday April 18, 2019 @09:34AM (#19690860)

Are you using the pre-trained NER models or your own? If the former, I wouldn't expect it to work well on tweets since it wasn't trained on them.

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Re:Advanced NLP with SpaCy by amrrs on Thursday April 18, 2019 @11:32AM (#19691823)

Do you have any recommendations for building a custom language model for business-specific NER?

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Re:Advanced NLP with SpaCy by rpedela on Thursday April 18, 2019 @12:56PM (#19692619)

I recommend Prodigy to label your examples and train a Spacy model. Prodigy is the best tool I have ever used for NLP labeling. Most likely starting with a blank model will work better, but you can try starting with one of Spacy's pre-trained models.

https://prodi.gy/

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Re:Advanced NLP with SpaCy by timkpaine on Thursday April 18, 2019 @02:32PM (#19693565)

I also recommend looking at ipyannotate if most of your workflow is in jupyter

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