A semiconductor device is provided. The semiconductor device includes a substrate, a plurality of stack structures, and a plurality of support layers. The stack structures are disposed on the substrate, and a trench is formed between adjacent two stack structures. Each of the stack structures includes a plurality of conductor layers and a plurality of dielectric layers. The dielectric layers and the conductor layers are disposed alternately. The support layers are disposed in the stack structures respectively.