How to Fine-Tune BERT Transformer with spaCy 3

A step-by-step guide on how to to fine-tune BERT for NER

Walid Amamou
Towards Data Science
7 min readFeb 28, 2021

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Photo by Alina Grubnyak on Unsplash

Since the seminal paper “Attention is all you need” of Vaswani et al, Transformer models have become by far the state of the art in NLP technology. With applications ranging from NER, Text Classification, Question Answering or chatbots, the applications of this amazing technology are…

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