NLP Project: Compare Text Summarization Models

Introduction

In this article, we will go over the basics of Text Summarization, the different approaches to generating automatic summaries, some of the real world applications of Text Summarization, and finally, we will compare various Text Summarization models with the help of ROUGE, a set of metrics used to evaluate automatic Text Summarization, in Python.

What is Text Summarization?

Text Summarization is the process of shortening a long piece of text, such as an article, essay, or research pa...