Dec 23, 2018 · This series would be built to be easily understandable for any newbie like myself , as you might be the one that introduces the newest architecture to be used as the newest standard for text summarization , so lets begin !! The following is a quick overview on the series , i hope you enjoy it. 1 - Building your deep work online There are basically two techniques to build the final Text Summarization spaCy Model using Python language. Below is the simple explanation for both of these techniques: Extractive Technique: In this technique the important phrases from the actual content are taken together to build a simple and short summary.