CNN for Text Classification

**TensorFlow Hands-on Tutorial**

**Outline**

• Clues in TensorFlow
• First Model in TensorFlow
• Convolutional Neural Network (CNN) on Cifar-10
• Techniques for Deep Learning in TensorFlow
• Inception V3
• ** CNN for Text Classification **
• Hidden Markov Model in TensorFlow
• Image Captioning in TensorFlow
  
  

**NLP implementation in TensorFlow**

This model is similar to Kim Yoon’s Convolutional Neural Networks for Sentence Classification. The model presented in the paper achieves good classification performance across a range of text classification tasks (like Sentiment Analysis) and has since become a standard baseline for new text classification architectures [1].

Reference Papers:
Convolutional Neural Networks for Sentence Classification
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification

The code can be find at:
https://github.com/dennybritz/cnn-text-classification-tf