You can use baking soda instead of a sweetener to neutralize the acidity of the soup. When you add baking soda to tomato soup, it neutralizes the acid in the tomatoes. Not only will this make the tomatoes taste less acidic, but it also means that you can now add milk to your soup without risking curdling it.