Before revision: Deep candidate generation has become an increasingly popular choice deployed in many industrial search, recommendation and ads systems.
After revision: Deep candidate generation (DCG), which narrows down the enormous corpus to a few hundred candidate items via representation learning, is integral to industrial recommender systems.