Deep learning for sentiment analysis — André Barbosa (elo7) @PAPIs Connect — São Paulo 2017
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Deep Learning for Sentiment Analysis Using Conv Nets for Text Classification
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Transcript of Deep learning for sentiment analysis — André Barbosa (elo7) @PAPIs Connect — São Paulo 2017
Deep Learning for Sentiment AnalysisUsing Conv Nets for Text Classification
Who am I?
Andre BarbosaInformation Systems Bachelor from EACH/USPData Scientist/ML Engineer at Elo7
Sentiment Analysis !
What are Convolutional Neural Networks?
Word Embeddings !
Further Details
Yoon KimConvolutional Networks for Sentence Classification
Denny BritzImplementing a CNN for Text Classification in Tensorflow
Referenceshttps://github.com/abarbosa94/cnn_tensorflow_sentimenthttp://www.wildml.com/2015/11/understanding-convolutional-neural-networks-for-nlp/http://www.wildml.com/2015/12/implementing-a-cnn-for-text-classification-in-tensorflow/https://github.com/yoonkim/CNN_sentencehttps://adeshpande3.github.io/adeshpande3.github.io/A-Beginner's-Guide-To-Understanding-Convolutional-Neural-Networks/https://arxiv.org/abs/1408.5882https://arxiv.org/abs/1702.01923https://arxiv.org/pdf/1605.07333.pdf
