Local correlation techniques is one of the most active field of quantum chemical reseach. However, local correlation methods donot work well for excited states as they are non-local by nature. We use an unique combination of natural orbitals, similarity transformation techniques and sem-numerical approximations to reduce the computional scaling of wave-function based excited states methods.