Training a Pipeline Component From Scratch
Let's see how we create a brand-new NER component.
We'll cover the following...
Previously, we saw how to update the existing NER component according to our data. In this lesson, we will create a brand-new NER component for the medicine domain.
Let's start with a small dataset to understand the training procedure. Then we'll be experimenting with a real medical NLP dataset. The following sentences belong to the medicine domain and include medical entities such as drug and disease names:
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