Do you get enough sleep on average? Sometimes the issue is that we don't sleep enough hours.
Sometimes drugs/alcohol interfere with recall.
Sometimes if we decide to remember our dreams and say to ourselves that we WILL remember, just the intention will help.
Sleeping with quartz crystals, herkimer diamonds, blue kayanite, amethyst or other types of crystals in your pillow case will often help.