A method for fabricating a semiconductor device includes: etching a semiconductor substrate and forming a plurality of bodies separated from one another by a plurality of trenches; forming a protective layer with open parts to expose both sidewalls of each of the bodies; forming buried bit lines in the bodies by silicidizing exposed portions of the bodies through the open parts; and forming a dielectric layer to gap-fill the trenches and define air gaps between adjacent buried bit lines.