Check and see if the flapper in the bottom is stuck open or broken. The flapper is what closes when the flush is done and allows the tank to fill up. The flapper is usually made of rubber.
Pull the top off to see the flap come down and seats properly over the hole. The water should fill up if this is correct. If it's off, water will continue to go into the bowl.