We show that the timed Dicke states of a collection of three-level atoms can form a tight-binding lattice in momentum space. This lattice, coined the superradiance lattice (SL), can be constructed based on electromagnetically induced transparency (EIT). For a one-dimensional SL, we need the coupling field of the EIT system to be a standing wave. The detuning between the two components of the standing wave introduces an effective uniform force in momentum space. The quantum lattice dynamics, such as Bloch oscillations, Wannier-Stark ladders, Bloch band collapsing and dynamic localization can be observed in the SL. The two-dimensional SL provides a flexible platform for Dirac physics in graphene. The SL can be extended to three and higher dimensions where no analogous real space lattices exist with new physics waiting to be explored. [31] in two-dimensional lattices. Nevertheless, the observation of these phenomena remains challenging. Novel types of lattices [32][33][34][35] provide new testing grounds for the rich physics mentioned above.In this Letter, we introduce the concept of the superradiance lattice (SL), a lattice in momentum space [36]. The conventional lattice has discrete translational symmetry in position space. The tight-binding model which allows electron hopping between nearest neighbours is diagonal in momentum space. The crystal momentum k is a good quantum number labelling each eigenstate. On the other hand, the SL corresponds to a tight-binding model in momentum space which has good quantum numbers r in position space. The dynamics of r in an SL is analogous to the dynamics of k in a real space lattice. We show that Bloch oscillations, Wannier Stark ladders and Bloch band collapsing can be observed in an SL based on electromagnetically induced transparency (EIT). The two-dimensional SL provides a tunable quantum optics model for Dirac physics in graphene.