A plurality of contact plugs to be connected to a drain region or a source region of each of transistors constituting a sub-word line driver that drives a sub-word line are formed, by using a SAC line technique of selectively etching an insulation layer that covers each of the transistors by using a mask having line-shaped openings provided across a portion in which the contact plugs of each of the transistors are to be formed.