How do I prevent Acrobat from encoding # in hyperlinks to %23 when generating a PDF from Word 2010?

Existing posts seem to indicate that the only solution is to manually modify each hyperlink in the generated PDF. This is a tedious and time-consuming process that I would like to avoid at any cost. Is there an alternative?

Joe