please do sir just to just honor to make sure what you will have so related work section their comments have been added to the newspaper so returning to the comparison to noise contrastive estimation which is far more similar to generative ever-so networks than predictability minimization in that they have exactly the same value function we find that for noise contrastive estimation the learning of the final generative model occurs in the discriminator and for the generative address or network the learning occurs