Data Science, Machine Learning, NLP, Word Embeddings, AI.
(pretend you’ve never heard of word2vec or FastText or ELMo), this post goes back to the basics to answer questions like: Why do we need any complex methods to represent words at all? What is the simplest way to represent words numerically, and why isn’t this sufficient? What exactly do we mean by