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Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation
AbstractThe past several years have witnessed Variational Auto-Encoder’s superiority in various text generation tasks. However, due to the sequential nature of the text, auto-regressive decoders tend to ignore latent variables …...