Previous works on unsupervised neural machine translation for Pidgin English constructed a monolingual corpus<cite> (Ogueji & Ahia, 2019)</cite> , and achieved a BLEU score of 5.18 from English to Pidgin. However, there is an issue of domain mismatch between down-stream NLG tasks and the trained machine translation system.