decaffeination is a process which tries to remove most caffeine from things that contain it. examples of plants that have caffeine in them are coffee beans, mate, tea leaves and cocoa. soft drinks that do not have caffeine in them are sometimes called decaffeinated. while the caffeine is removed from some of them, it is simply not added to others, like coca cola.