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Advanced entity extraction (NER) with GPT-NeoX 20B without annotation, and a comparison with spaCy
Aug. 11, 2022, 2:18 p.m. | /u/juliensalinas
Natural Language Processing www.reddit.com
Many NLP practitioners don't know (yet!) that data annotation is not needed anymore in an entity extraction project.
So I made a video where I'm comparing spaCy and GPT-NeoX 20B for NER, and I show how GPT models can efficiently extract new entities without any training!
[https://www.youtube.com/watch?v=E-qZDwXpeY0](https://www.youtube.com/watch?v=E-qZDwXpeY0)
You will also want to read this TDS article that shows in details how to leverage few-shot learning for entity extraction: [https://towardsdatascience.com/advanced-ner-with-gpt-3-and-gpt-j-ce43dc6cdb9c#4010-fa6647c13fbe-reply](https://towardsdatascience.com/advanced-ner-with-gpt-3-and-gpt-j-ce43dc6cdb9c#4010-fa6647c13fbe-reply)
When I see how much time is …
annotation comparison extraction gpt languagetechnology ner spacy
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