What Makes Word Embeddings Essential for Natural Language Processing

You need a way for machines to understand language, and word embeddings make that possible. These tools convert words into numeric vectors, often with hundreds of dimensions, so computers can process them for tasks like classification or translation. When you use word embeddings, you help machines capture not just the words themselves but also their mea…