How To Remove Labels From Plastic? - Nationwide Plastics First, immerse the jars in warm, soapy water, and then remove the labels using a peeling motion. You may also try pouring hot water into the jar in an effort to melt the adhesive, which in turn would make it simpler for you to remove the label.