NLP, ChatGPT, Deep Learning, Artificial Intelligence, Data Science.
resulting embeddings exhibit fascinating linear substructures that allow word analogies to be solved via vector arithmetic. However, W2V models still have some key limitations: They learn a single context-independent representation for each word, ignoring polysemy. They do not incorporate word