Introduction to Word Embeddings and its Applications

Intro to Word2Vec, Glove, ELMo and fastText

Aayush Dua
Aug 5, 2020 · 10 min read
Software Galaxies Visualization of Glove Embeddings
Source: Software Galaxy Visualization of Word Embeddings by Andrei Kashcha

Before I give you an introduction on Word Embeddings, take a look at the following examples and ask yourself what is common between them:

  1. Using customer reviews or employee survey responses to understand sentiments towards a particular product or company.