I had a pumpkin pie cider do this to me, here is what I did to fix it. I am not saying it works everytime, but it did in this instance.
My base for for this cider was juiced apples from my tree(it had too much pulp from my juicer) and 2 sugar baby pumpkins from my garden that I had roasted then...