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vedantpuri / emoji-prediction

Predicts an emoji based on a given tweet using various NLP models.

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Convert to app

vedantpuri opened this issue · comments

commented

Make UI so that can predict an emoji for a sentence.
Involve other emojis as well for training

commented

Hi @vedantpuri, I would like to work on this issue. For predicting emojis on the go we can save the weights and load up the model to efficiently predict emojis for a sentence.
I am not much adept with text preprocessing. I wanted to know how would we go about converting sentences to vectors so that they can be passed to model for prediction?

commented

Hi @himankpathak ,

Thanks for your interest in this project. I would not be very available to work on this for a while but would be happy to see you contribute to it!
For converting sentences to vectors there are a variety of ways. I'd suggest looking up word2vec or glove or whatever embedding methodology used in this library and start from there. I feel a simple concatenation of word vectors should be a good representation of the embeddings of a sentence!