A typical line of work uses adversarial training (Miceli Barone, 2016; Zhang et al., 2017a,b;<cite> Conneau et al., 2018)</cite> , matching the distributions of source and target word embeddings through generative adversarial networks (Goodfellow et al., 2014) .