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I agree with the other posters that the intro to NLP part is unnecessary. It reads like those recipe websites where they tell you their whole life story before
by yunusabd 6y ago
I agree with the other posters that the intro to NLP part is unnecessary. It reads like those recipe websites where they tell you their whole life story before the actual recipe. I get that it's good for SEO, but it's still annoying to read.
Did you try other solutions like ULMFiT [1]? Seems like the exact use case for that. Although it might be overkill for just 4 categories.
[1] https://arxiv.org/abs/1801.06146 https://arxiv.org/abs/1801.06146
- rezamoaiandin 6y agoYes! it's a great fit for this problem, we actually experimented with it: https://medium.com/sculpt/a-technique-for-building-nlp-classifiers-efficiently-with-transfer-learning-and-weak-supervision-a8e2f21ca9c8 https://medium.com/sculpt/a-technique-for-building-nlp-class...
- yunusabd 6y agoInteresting, 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.