16 citations · 56 across the 10 of their papers we have counts for
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cs.CL2018
Spherical Latent Spaces for Stable Variational Autoencoders
Jiacheng Xu, Greg Durrett
A hallmark of variational autoencoders (VAEs) for text processing is their combination of powerful encoder-decoder models, such as LSTMs, with simple latent distributions, typicall…
cs.CL2018
Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method
Jinyue Su, Jiacheng Xu, Xipeng Qiu +1
Generating plausible and fluent sentence with desired properties has long been a challenge. Most of the recent works use recurrent neural networks (RNNs) and their variants to pred…