Welcome back to the NLP Tutorials! In our previous posts we had a detailed look at Text Representation & Word Embeddings, which are ways to accurately convert the text into vector form. The corpus in vector form is easily stored, accessible and can be used further for solving the NLP problem at hand. In this article, we shall try our hand at a small NLP problem - Document Similarity/Text Similarity. Without wasting much time, let’s quickly get started!