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Document classification using convolutional neural network
Have you tried doc2vec instead?
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How to initialize a new word2vec model with pre-trained model weights?
Is the vocabulary of the models same?
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Predicting return renters
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Does the training set of one topic will be useful to predicate the sentiment for any other topic?
Can you train on a bigger dataset?
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Does the training set of one topic will be useful to predicate the sentiment for any other topic?
Need not necessarily. You can try with that and hopefully the model will not overfit for the negative tweets. Give it a shot if you have the data and check the results before taking the next step.
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