The Zipporah-based MT systems were trained similarly to other systems in the results reported here.
bERT models perform comparably to vector-mapped bWE's trained with indomain data (PSC.vecmap), and substantially better than bWE's trained on large quantities of generic, out-of-domain parallel data (WMT).