Sentence Classification Using CNN Through Keras on Tensorflow

This project implements the method proposed by Yoon Kim for sentence classification in his paper Convolutional Neural Networks for Sentence Classification

The implementaion is experimented with TREC data set using GloVe pre-trained vectors. Here, the attempt is to implement the CNN-static version explained in the paper with some changes to the hyper-parameters.

Implementation Note:

• GloVe embedding file is available here and should be kept inside embeddings folder.

Acknowledgments:

1. Yoon Kim - https://github.com/yoonkim/CNN_sentence
2. Denny Britz - https://github.com/dennybritz/cnn-text-classification-tf
3. Jason Brownlee - https://machinelearningmastery.com/use-word-embedding-layers-deep-learning-keras/