MyHeritage have announced "a significant innovation: our Global Name Translation Technology™ has been extended to apply to Record Matches as well!"
How it works
"Global Name Translation™ includes advanced algorithms and is based on
MyHeritage’s massive multilingual and international database of 12+
billion historical records. The Global Name Translation Technology™
automatically translates names found in historical records and family
trees at very high accuracy, generating all plausible versions of the
name to facilitate matches in different languages. Technically speaking,
it transliterates non-Latin-based names to English (e.g. from Hebrew,
Russian, Ukrainian, Greek, and other non-Latin scripts). English serves
as the common ground behind the scenes. Without modifying data that is
entered into MyHeritage and stored in its original language, this
technology is able to match similar names written in different languages
with each other.
The technology covers both given names and surnames and tackles names previously encountered in the past, in addition to new names never seen before, by using machine learning. It also utilizes extensive dictionaries built by MyHeritage to cover synonyms and nicknames. This means the technology can find a complex Russian name in Greek, even if that name has never been seen on the Internet in Greek before (but it was spelled out this way in a specific record that could be valuable for your research)."
For full details, see https://blog.myheritage.com/2020/06/introducing-cross-language-record-matches/
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