Deudon (2018) build a sentence-reformulating deep generative model whose objective is to measure the semantic similarity between a sentence pair.
their work cannot be applied to a multi-class classification problem, and the generative objective is only used in pre-training, not considering the joint optimization of the generative and the discriminative objective.