The datasets developed in the recent dialog state tracking challenge (Henderson et al., 2014) also consist of dialogs between a user and a tourism information system.
the task is easier since only three entity types are considered (restaurant, coffeeshop and pub), a slot-filling MRL is used and the argument slots take values from fixed lists.