Cook rice in a rice cooker or according to package directions.
Saute the onion, celery, green pepper, and garlic until golden. Add the chorizo, beans, and saute for another 1-2 minutes.
Add the rice, salt, pepper, and paprika and stir together thoroughly until heated through. Season to taste with additional salt and pepper. Garnish with cilantro or parsley.