An auger arrangement is provided to prevent the build-up of material on a belt support roll of a conveyor-like structure including a plurality of rolls supporting a plurality of belts thereon in side-by-side relationship and being configured to define the baling chamber of a round baler. The auger is mounted such that its flighting passes closely adjacent the outer surface of the roll from which it is desired that adhering material be removed to prevent the build-up of such material.