Using Deep Learning Nuanes to Train a Network

In the last few years, there has been this movement with dep learning to basically unify this entire a paradime basicl say, i will use deep learning nuanes. For example, i would train it such that if two documents mean the same thing, a, they they talk about this antarticala, they'll similar in some sense. Then there resulting vectals would be very correlated. Ya.