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Thanks for this, I'll have to take a look at FastText. I've been using word2vec before turning it into a matrix and running it through a CNN. I based it off of
by bomb199 9y ago
Thanks for this, I'll have to take a look at FastText. I've been using word2vec before turning it into a matrix and running it through a CNN. I based it off of Yoon Kim's[0] work. I haven't had much luck though on my 92-class problem. Maybe Fast Text will work better, although I think there are a lot of improvements my model can have still.
[0] https://arxiv.org/abs/1408.5882 https://arxiv.org/abs/1408.5882