# Recurrent Neural Network and Long Term Dependencies

Recurrent Neural Network (RNN) is a state-of-the art deep learning algorithm used for modeling sequential information. It is one of the most popular models that have given great promises in many NLP tasks.The idea behind recurrent neural network is to make use of sequential information. In a traditional neural network we assume that all inputs are independent of each other.…