Overview

• This is a text classification (sentence classification) problem.
• Datasets that are used here are Reuters Newswire Topics and IMDB Movie reviews.
• The model were built with Convolutional Neural Network (CNN), Long Short Term Memory (LSTM), Multi-Layer Perceptron (MLP) and Word Embeddings on Tensorflow or Keras.

References

• Implementing a CNN for Text Classification in Tensorflow
• Using pre-trained word embeddings in a Keras model
• LSTM on the IMDB dataset
• MLP on the Reuters newswire topic classification
• Convolutional Neural Networks for Sentence Classification
• A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification