A method of forming a semiconductor device includes forming a NMOS gate structure over a substrate. The method further includes forming an amorphized region in the substrate adjacent to the NMOS gate structure. The method also includes forming a lightly doped source/drain (LDD) region in the amorphized region. The method further includes depositing a stress film over the NMOS gate structure, performing an annealing process, and removing the stress film.