Indeed, the output that copies input gives maximal BLEU yet clearly fails in terms of the style transfer.
to generate plausible sentences with specific semantic and stylistic features every sentence is conditioned on a representation vector z which is concatenated with a particular code c that specifies desired attribute, see Figure 3.