(2017) augment the unstructured variables z in vanilla VAE with a set of structured variables c each of which targets a salient and independent semantic feature of sentences, to control sentence sentiment.
all of these work attempt to implicitly separate the non-emotional content from the emotional information in a dense sentence representation.