search

williamSYSU / TextGAN-PyTorch

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.
MIT License
878 stars 207 forks source link

What is the difference between real data and oracle data? #37

Open sherlock1987 opened 4 years ago

xuehui0725 commented 4 years ago

I'm confused about that, too. Look forward to your reply

bhashithe commented 4 years ago

I think its because you cannot really create the full distribution of a language when we create the embedding or word index distribution will loose some of the perspective. To handle that, in SeqGAN paper, they introduced a generated distribution which we know the full distribution of to train GANs.

So the difference is that, in Oracle data we know the full distribution while in real data we may not.