ToBeamOrNotToBeam

This is a much harder setting than for continuous tasks, which enjoy gradient flows from discriminators to generators, usually leading to dramatic learning instabilities. However,weclaim thatthiscanbesolvedbymaking discriminator and generator networks cooperate to produce output sequences during training.