Romanization is not necessarily reversible with simple rules due to information loss.
previous work on romanized machine translation has focused on source-side romanization only (Du and Way, 2017;Wang et al., 2018;Aqlan et al., 2019;Briakou and Carpuat, 2019;Gheini and May, 2019).