Federal withholding

In My federal withholding box on my W-2 it says zero and I'm trying to understand. Does that mean I'm going to have to pay...? I do have two dependents, a 17-year-old and a 14-year-old and then I'm going to claim my 19-year-old as well... So what does that mean for me?