National Guard and Reserve Tax Relief Act of 2003 - Amends the Internal Revenue Code to provide a deduction for itemizers and non-itemizers for unreimbursed overnight travel, meals, and lodging expenses of National Guard and Reserve members who must travel away from home and stay overnight as part of their official duties.