A semiconductor device capable of suppressing void migration is provided. The semiconductor device includes a dummy region extending in a first direction substantially perpendicular to a second direction in which a word line extends. In addition, an isolation layer pattern may not cut the dummy region in the second direction. Consequently, leaning of the dummy region and void migration are prevented. A method of fabricating the semiconductor device is also provided.