I have transaction data and I would like to extract the merchant from the transaction description. I am new to this but I just came across Named Entity Recognition and SpaCy. I have hundreds of thousands of different merchants.
Some questions that I have:
How much labelling do I need to do given the number of merchants I need to extract?
How many different instances of the same merchant I need to label to get decent results?