Before 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.
After revision: Deep candidate generation (DCG) , which narrows down the enormous corpus to a few hundred candidate items via representation learning is essential to large-scale recommender systems.