A gift tax is levied on the transfer of money, property, or other assets by one person to another without receiving anything in return. Gift taxes are paid by the person making the gift, not the recipient of the gift. In most cases, the person making the gift must file a federal gift tax return if the value of the gift exceeds a certain amount.