How can I custom train my data in flair? and get the NER for my data using my labels.

[krutik0204]

I am currently working on an NLP project. It has news articles data that is unlabeled. So using the Flair Library of NLP, I need to perform NER on it. I couldn't find any help regarding how to train it using custom data in Flair Library. Actually, I have a news article dataset and I need to use the Flair Library of NLP for NER because it's giving an F1 score of 93%. So how can I custom train my data or modify flair library to annotate some more data so that it is able to recognize them and improve? Can you help me? I have gone through the Train a TARS model tutorial but couldn't train it with my data.

Also when I am training the data, but it's not providing the entity for the labels, you can refer to the screenshots attached here.

[stefan-it]

Hi @krutik0204 ,

could you post an example of your training data and the columns array?

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