Shoetsu Sato

Speculative Sampling in Variational Autoencoders for Dialogue Response Generation

Variational autoencoders have been studied as a promising approach to model one-to-many mappings from context to response in chat response generation. However, they often fail to learn proper mappings. One of the reasons for this failure is the discrepancy between a response and a latent variable sa…