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If you don't mind me asking, what sentence embeddings model (bert/roberta/etc) did you have the best luck with for your classifier? I like the quick retrain th
by HodorTheCoder 5y ago
If you don't mind me asking, what sentence embeddings model (bert/roberta/etc) did you have the best luck with for your classifier? I like the quick retrain that can be done with an approach like this, though I have found that if you throw too many different SPAM profiles at a classifier it starts to degrade, and you might have to build multiple and ensemble them. The embedding backend can help a lot with that.
- Alir3z4 5y agoTried bert but didn't get the proper result, probably wasn't working with it properly. Here's the old source I have on my computer that did the training https://gist.github.com/Alir3z4/6b26353928633f7db59f40f71c8f67cf https://gist.github.com/Alir3z4/6b26353928633f7db59f40f71c8f... This was doing the early work and later changed more to fit other cases. Pretty basic stuff.