Semiconductors are materials that can conduct electricity but not as well as metals. Semiconductors form an energy gap between the filled and empty states, much like the energy gap between bonding and antibonding orbitals. 

Occupied bonding molecular orbitals → valence band

Unoccupied antibonding molecular orbitals → conduction band

These two bands are separated by the energy band gap E_g.