We propose the first paraphrase generative model via adversarial training to tackle the above problems, which we believe is a natural answer to the aforementioned challenges.
we formalize CVAE as a generator of the Generative Adversarial Network (GAN) (Goodfellow et al., 2014) and tailor a discriminator to CVAE.