I think most of us have experienced that - if you retch and there's nothing in your stomach food wise you'll throw up bile...but there could be other reasons too - none of us are doctors tho so we can't really suggest if it's serious or not.
If you're having trouble stopping drinking, I think a visit to the Dr is a good idea anyway.
D