A method of forming a semiconductor structure includes forming a capacitor on a substrate. A recess is formed in the capacitor. A drain region is formed in the recess. A word line is formed on the drain region. A gate structure is formed on the drain region, and the gate structure is electrically connected to the word line. A first bit line is formed on the gate structure, such that the first bit line servers as a source region.