Exploring natural language understanding in Professor Sam Bowman's course at NYU
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Explore GloVe
- Build co-occurence matrix
- Explore close words in GloVe
- PMI calculation
- Word anology
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Sentiment Analysis with DANs
- Implement Deep Averaging Network from scratch based on this paper
- Hyperparameter tuning using random search
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Sentiment Analysis with RNNs
- Implement LSTM based on this blog post