A method for fabricating semiconductor device is disclosed. The method includes the steps of: providing a substrate; forming an interfacial layer on the substrate; forming a stack structure on the interfacial layer; patterning the stack structure to form a gate structure on the interfacial layer; forming a liner on the interfacial layer and the gate structure; and removing part of the liner and part of the interfacial layer for forming a spacer.