A method for fabricating semiconductor device is disclosed. Preferably, two hard masks are utilized to define the width of the first gate (may serve for a control gate) and the width of the second gate (may serve for a select gate). The widths are thus well controlled. For example, in an embodiment, the width of the select gate may be adjusted in advance as desired, and the select gate is protected by the second hard mask during an etch process, so as to obtain a select gate which upper portion has an appropriate width. Accordingly the semiconductor device would still have an excellent performance upon miniaturization.