Many versions of Texas Caviar also include corn and black beans and you can definitely add them to this recipe. Simply cut the black-eyed peas in half and add 1 cup thawed frozen corn or fresh corn kernels plus one drained and rinsed 14-ounce can black beans to the black-eyed peas and dressing.