Existing nonlinear interference (NLI) model underestimates the NLI of dual polarization four-dimensional (4D) modulation in long-haul transmission, due to the ignorance of nonlinearity caused by signal-ASE interaction. We propose an enhanced 4D model by lifting an underlying assumption, which could improve the performance prediction accuracy.