In a large mixing bowl, mix together the cake mix and pumpkin just until blended.
Stir in chocolate chips.
Using a small cookie scoop, drop rounded scoops of the batter onto the prepared baking sheet.
Bake for 12 minutes, until the edges and center are set, but still soft in the center. Remove the cookies to a wire rack to cool.