My problem statement is in such a way that,
I will get text documents in batches(100-1000 approx), so I will need to retrain the model every time when I get the data.
So in the case of ULMFIT, do I need to retrain the language model also in every iteration? If yes, How can I do that?
Can I do that like,
load previous model,
add present data to the model
then fit the language model ??
My assumption is that I have to retrain both the language model and text learner in every iteration? Please correct me if I’m wrong.