Operator-theoretic renormalization of particle-field models is typically done by subtracting diverging contributions to the Hamiltonian. In many interesting  cases, however, an additional wave function renormalization is necessary. We discuss such a renormalization procedure, and apply it to the spin-boson and Nelson models. Based on a joint work with B. Hinrichs and J. Valentìn Martìn.