Your problem is a bad valve; the diaphragm is not functioning or, there is something lodge in the valve causing constant pressure to the diaphragm causing it not to shut. Turn off the water supply and unscrew the valve, check for foreign matters lodged, if nothing there get a new valve; gut out the old one and install the new guts from the new valve.
