Sentiment analysis on Rotten Tomatoes movie reviews
Practice code implementing a Convolutional Neural Network to classify positive vs negative movie reviews taken from Rotten Tomatoes.
Libraries used:
- Python (2.7)
- TensorFlow (> 0.10)
- TFLearn
Also, the pretrained word2vec weights binary file can be downloaded from
https://code.google.com/p/word2vec/
- Base model implemented using TFLearn, a high-level API for TensorFlow to allow quick and easy prototyping.
- Native TensorFlow code implemented.
- Added pretrained word2vec weights.
http://www.wildml.com/2015/12/implementing-a-cnn-for-text-classification-in-tensorflow/
Convolutional Neural Networks for Sentence Classification - Yoon Kim, EMNLP 2014