The modified system is as follows: Discriminator: In addition to the D RN N in the discriminator of hredGAN , if the attribute C i+1 is a sequence of tokens, then the same tattRN N is used to summarize the attribute token embeddings; otherwise the single attribute embedding is concatenated with the other inputs of D RN N in Fig. 1 of <cite>[7]</cite> .