Recent work improves upon adversarial approaches by additionally leveraging the idea of back translation (dos Santos et al., 2018;Logeswaran et al., 2018;Lample et al., 2019;Prabhumoye et al., 2018).
the ability to generate or rewrite a certain text with some attributes controlled or transferred to meet pragmatic goals is widely needed in applications such as dialogue generation (Oraby et al., 2018), author obfuscation (Kacmarcik and Gamon, 2006;Juola and Vescovi, 2011), and written communication assistance (Pavlick and tetreault, 2016).