This disclosure is directed to a method of forming a gate pattern and a semiconductor device. The method comprises: providing a plurality of stacked structures which are parallel to each other and extend continuously in a first direction, and which are composed of a gate material bar and an etching barrier bar thereon; leaving second resist regions between gaps to be formed adjacent to each other across gate bars by a second photolithography process; selectively removing the etching barrier bars by a second etching process; forming a third resist layer having a plurality of openings parallel to each other and extending continuously in a second direction substantially perpendicular to the first direction by a third photolithography process; and forming the gate pattern by a third etching process. The method is capable of having a larger photolithography process window and better controlling the shape and size of a gate pattern.