To facilitate this, a If-Then commonsense reasoning dataset Atomic is proposed, together with an RNN-based Seq2Seq model to conduct such reasoning.
while con- ditional variational autoencoder (CVAE) (Sohn et al., 2015) is an extension of VAE on the conditional generation problem.