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Next steps #2

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4 of 9 tasks

kashizui opened this issue Jun 3, 2016 · 0 comments

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kashizui commented Jun 3, 2016 •

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Get baseline of randomized embeddings
Vary dimensionality of internal representations
~~Turn off training of embedding after N epochs~~
Proper handling of unknown tokens
Visualize loss during training
Experiment with more pre-trained embeddings
~~Alternative approaches to regularization to tackle overfitting~~
Introduce stacked LSTMs
~~Experiment with non-binary sentiment values~~

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