Chocolate Tapioca Pudding By combining milk, instant tapioca, and chopped dark chocolate, you can make a chocolate tapioca pudding that is richly flavored. If you'd like, you could add chocolate milk to it to make it taste more like chocolate. Warm or cold, it works well.