Keep Bullet points characters from disappearing when importing a pdf to LibreOffice?

How can you prevent bullet points characters from disappearing when importing a pdf to LibreOffice?

This is bug fdo#63834 and relates to a lack of support for the Symbol font, which bullet point identifiers are often drawn from, especially under Windows.