We also compare with RHYME-GAN-NS which uses a simpler non-structured discriminator.
it uses a discriminator which first runs a characterlevel encoder for each ending word -similar to RHYME-GAN -but then instead of computing pairwise similarity matrix, it utilizes a LSTM on the sequence of the computed representations.