The discriminator of GAN compares the entire real and synthetic sentences, instead of individual words, which should in principle alleviates the exposurebias issue (Yu et al., 2017;Li et al., 2017a;Guo et al., 2018).
we assess the performance of our GAP model and compare it with previous methods.