A hot melt label or other paper stock pick-up adhesive can be formulated using a hydrogenated tackifying resin combined with waxes, oils, stabilizers and other additive materials. Such a material has hot tack and other properties that produce excellent pick-up properties. The hot melt materials are hypoallergenic and are safe to use.