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Yes! it's a great fit for this problem, we actually experimented with it: https://medium.com/sculpt/a-technique-for-building-nlp-class...

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Interesting, if you end up writing a follow-up article, it would be nice to include this kind of information, and why you (seem to have) decided against using ULMFiT in this case.

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