Data Science, Machine Learning, NLP, Word Embeddings, AI.
one-hot vector encoding. You may have also heard of this approach being used to represent labels in multi-class classification problems. Now, say our NLP project is building a translation model and we want to translate the English input sentence “the cat is black” into another language. We first