Yes, the more exemptions you claim, the less will be taken out of your check. If you figure at the end of the year you will owe no taxes, then claim more exemptions. Another thing to take into account is whether or not you will be claimed on your parents taxes as a dependent.
There is a worksheet attached to your W-4 (the withholding form) that will help you calculate the number to claim.