NLP Intro for Text - Sentiment Analysis with Deep Learning

How Convolutional Neural Networks Process Text Data

We now know that we can use convolutional neural networks as sequence models for text classification.

We are likely already familiar with CNNs used for image tasks. Images are 2D, and so when we process image data, we use 2D convolutions. The convolutional filters within the convolutional layers of the network convolve the image data along both the horizontal and vertical axes.