Natural Language Processing Recipes: Unlocking Text Data with Machine Learning and Deep Learning Using Python

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2021

A. Kulkarni, A. ShivanandaNatural Language Processing Recipeshttps://doi.org/10.1007/978-1-4842-7351-7_6

6. Deep Learning for NLP

Akshay Kulkarni¹   and Adarsha Shivananda¹

(1)

Bangalore, Karnataka, India

 

In this chapter, you implement deep learning for NLP. The following recipes are covered.

• Recipe 1. Information retrieval using deep learning

• Recipe 2. Text classification using CNN, RNN, LSTM

• Recipe 3. Predicting the next word/sequence of words using LSTM for email

• Recipe 4. Stack Overflow question recommendation

Introduction to Deep Learning

Deep learning is a subfield of machine learning that is inspired by brain functions. Just as neurons are interconnected ...