Can't Use Lookup Fields in Reports?

I have a form with a bunch of lookup fields in it. I'd like to create a report on this but in the report builder non of the columns that are for the lookup fields show up. Do reports not allow use of these fields? Is there a work around for this?
Many thanks!G
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