Sam, you may qualify for three
You did not tell us your situation clearly. At least in one situation, you may get tax exemption for three full years. If your salary comes from some research fund, say, NFS fund, you do not need to pay tax for three full years.
What you found on IRS web site is for the employees who are paid from university regular money.