6: Deep Learning for Natural Language – Embeddings
MIT OpenCourseWare · 77:50
Standalone (uncontextual) word embeddings fix the two core failures of one-hot encodings—identical pairwise distance and wasteful vocabulary-sized vectors—by learning dense vectors that reconstruct a word–word co-occu...