To be honest, try and stop it. You don't know what dyes are in there etc.... piggies do try and eat paper. Things like notebook paper you can avoid by removing the notebook from their reach.
A little paper wont normally hurt our sere always chewing paper when we used it as a substrate, but if you can avoid do so...