A little baking soda mixed with water will do the trick. If you make a paste, then you already have more baking soda than is necessary, it doesn't take much to kill the acid. If you look closely, you might be able to see a small fizzing action on the wood when you first apply the paste. When the fizzing stops, the operation is complete, the acid and the base (baking soda) have cancelled each other out.
I leave the paste on until it dries, then buff it off with an old towel. Bill