Student Loan Interest Deduction Fairness Act - Amends the Internal Revenue Code to increase the dollar limitation for the tax deduction for education loan interest to $5,000 in a taxable year for married couples filing joint tax returns (thus eliminating the tax effect known as the marriage penalty).