Drain and rinse black-eyed peas thoroughly. Place peas, green pepper, onion, garlic, corn, and tomatoes, in slow cooker. Season with chili powder, and cumin; stir until well blended.
Cover and cook on high for 2 hours. Stir in rice, and cheese. Continue to cook for a further 30 minutes.