Nitin Indurkhya

Condition-transforming Variational Autoencoder for Conversation Response Generation

This paper proposes a new model, called condition-transforming variational autoencoder (CTVAE), to improve the performance of conversation response generation using conditional variational autoencoders (CVAEs). In conventional CVAEs , the prior distribution of latent variable z follows a multivariat…