ChenWu98 / Coupled-VAE

Code for the ACL 2020 paper ``On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond``

Coupled-VAE

Code for the ACL 2020 paper ''On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond''
Chen Wu, Prince Zizhuang Wang, William Yang Wang

Overview

• We implement various VAE models and augment them with our proposed Coupled-VAE approach. Text modeling experiments on PTB, Yelp, and Yahoo are under the Coupled-VAE/ directory.
• We generalize our approach to conditional text modeling. Experiments on Switchboard (dialogue modeling) are under the Coupled-CVAE/ directory.