@wthrift Thanks a lot! I appreciate any solution towards (V)AE right now. I have an RNN-VAE which performs very questionably (although that might be because of the data). I just finished implementing a CNN-AE proposed in a paper, and I’m using the same dataset (hotel reviews). Here the first results look much better.