The third family is the generative architecture that we focus on.
 applies the conditional variational autoencoders (CVAEs) (Sohn et al., 2015) with LSTM encoderdecoders in generating paraphrases, expecting RNN's advantage of modeling local dependencies to be a good complement to the CVAE's power at learning global representations.