Soaking eggplant in milk is a great way to remove the eggplant's bitterness. Simply cover in milk for at least 30 minutes, and then drain and pat dry. The eggplant will have released most of its bitterness and will also have absorbed some of the milk, making it extra creamy in your recipe.