Trim excess fat from chops.
Combine softened butter, parsley, salt, pepper, and paprika, mixing until smooth and creamy. Stir in lemon juice. Spread butter mixture evenly on both sides of chops.
Place chops on grill over medium coals. Grill chops 5 to 6 minutes on each side or until desired degree of doneness.