SPINE: SParse Interpretable Neural Embeddings

Anant Subramanian, Danish Pruthi, Harsh Jhamtani +2

Prediction without justification has limited utility. Much of the success of neural models can be attributed to their ability to learn rich, dense and expressive representations. W…