TASK DEFINITION: In this task, you have to generate the named entities (NER) given its ingredients of the recipe. Named entities are the names of the items without their quantity.
PROBLEM: Rolls, 1 (1/4 ounce) package dry yeast, 1/4 cup warm water, 1/2 cup milk, 1/3 cup sugar, 1/4 cup shortening, 1/4 teaspoon salt, 2 3/4 cups flour, 1 egg, beaten, Filling, 2/3 cup packed brown sugar, 1/2 cup chopped raisins, 4 1/2 tablespoons butter, 1 1/4 tablespoons cinnamon, 1 1/4 tablespoons Kahlua, Glaze, 1/3 cup packed brown sugar, 1/4 cup Kahlua, 1/4 cup butter, 1 1/8 tablespoons light corn syrup

SOLUTION: Rolls, yeast, water, milk, sugar, shortening, salt, flour, egg, Filling, brown sugar, raisins, butter, cinnamon, Kahlua, brown sugar, Kahlua, butter, light corn syrup

PROBLEM: 1 c. oleo, 1 1/4 c. sugar, 1 c. brown sugar, 4 eggs, 1 tsp. vanilla, 3 c. flour, 1 1/2 tsp. baking soda, 1/2 tsp. salt, 1 (12 oz.) pkg. chocolate chips

SOLUTION: oleo, sugar, brown sugar, eggs, vanilla, flour, baking soda, salt, chocolate chips

PROBLEM: 5 c. granulated sugar, 1 large can evaporated milk, 1/4 lb. butter or margarine, 1 (13 oz.) jar Fluff marshmallow, 1 tsp. salt, 1 tsp. vanilla, 2 (12 oz. each) pkg. semi-sweet chocolate pieces

SOLUTION:
sugar, milk, butter, marshmallow, salt, vanilla, semi-sweet chocolate pieces