In this paper, we propose a combined Exp-function ansatz method, which is a direct method based on Hirota bilinear form to obtain novel exact solutions of nonlinear partial differential equation. Taking the Calogero equation as an example, many new type analytical solutions are obtained and these solutions exhibit interesting dynamic diversity graphically.