Sounds like maybe the washer came apart. You'll need to turn off the water, remove the stem and check it out. If all it is is a washer, and you have the right one, replacing it is usually easy. If the seat is worn out, then it becomes more involved.
If you can post a picture of the valve, more specific info can be given.