Deep Learning for NLP

CS 6956, Spring 2019

Recurrent Neural Networks

In this lecture, we will look at the problem of modeling sequences with neural networks. We will first see recurrent neural networks and then move on to their more commonly used incarnations – namely, the long-short term memory (LSTM) network and the gated recurrent unit (GRU).

Lectures and readings



Blog posts

Several blog posts explain and explore recurrent neural networks along various facets.