Improving Common Sense Inference

Yejin Choi discusses DeLorean and Comet, two models that improve common sense inference. DeLorean allows for conditioning on both past and future events, filling in missing middle sentences. Inspired by human capabilities, these models use backpropagation for inference purposes without updating model parameters.