It's actually a common symptom. I'm pretty into nutrition (kind of shocking eh!). How much water are you drinking? Increasing fibre intake will help - ground flax seed is good for this and will also give you omega-3's. Try and stay away from cheese!
Here's a link you might find interesting:
5 Things Nobody Tells You About Quitting Drinking | Cracked.com