Data Science, Machine Learning, NLP, Word Embeddings, AI.
let’s discuss what it means to represent words using dense, semantically-meaningful feature vectors. If we take 5 example words from our vocabulary (say… the words “aardvark”, “black”, “cat”, “duvet” and “zombie”) and examine their embedding vectors created by the one-hot encoding method discussed