Like adding milk, sugar, or even salt, which reduces the bitter flavors typically found in coffee, baking soda can also reduce coffee's acidity. Because baking soda is a fairly neutral-flavored base substance, adding a half-teaspoon of baking soda to coffee grounds before brewing will help lower the coffee's acidity without affecting the flavor.