Place chicken breasts skin-side up in a large baking dish. In a medium bowl, combine soup, mushrooms with liquid, soured cream and sherry. Mix well and pour mixture over chicken. Sprinkle with paprika.
Bake for about 1 1/4 hours, or until chicken is cooked through and tender, and juices run clear.