When the dialog policy is bad, even if the NLG module can generate natural system responses, the users would still think the system is unnatural.
this is because SL-template's dialog manager is learned with supervised learning, less rigid than the agenda-based dialog policy, which further leads to a less rigid behaviour of the trained dialog system.