The foundation of the method introduced on this paper is the utilization of deeper semantics within the visible illustration of the slot on the user’s display screen. Tables 3 and 4 present zero-shot F1 scores on the Visual Slot and ATIS datasets, respectively for our new strategy when varying the number of visual GUI components…