Rinsing paper filters will remove the papery taste in Chemex brewed coffee. For some... Others find it unnecessary and say they don't notice any difference between coffees made with or without pre-rinsed filters. Ultimately, you need to try it.Pre-rinse your paper filters for some brews and skip the rinse on other batches to see which method gives you the best flavor experience.