Including new classes while doing guided labeling/active learning

Hi everyone,
sorry in case this is already explained somewhere.

I want to classify a corpus of document according to their content by undertaking active learning/guided labeling.

The Workflows I have seen all have the labels/classes included upfront (Like “positive” or “negativ”).
But how can I set up a workflow, in which I as the “Expert” first have to identify and define the classes while doing the labeling part?

Thank you in advance.

This may help.

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