Yes, but you will need to soak them first. Rinse the beans under cool running water, then place in a bowl and cover with water. Let them soak overnight, then drain the water and give them another rinse before adding them to the chili. The chili may need to cook longer than stated in the original recipe in order for the beans to fully cook.