Preheat the oven to 350 F. In a large bowl, mix together cake mix, eggs and vegetable oil until smooth. Fold in the chocolate chips. Shape the cookie dough into ovals and place onto a large ungreased baking sheet at least 2-inches apart.
Bake for 10-12 minutes. Remove from oven and decorate with icing.