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: 3/4 c. Pioneer buttermilk baking mix, 3 eggs, 1 c. sugar, 2/3 c. canned solid pack pumpkin, 1 c. chopped nuts, 2 tsp. cinnamon, 1 tsp. pumpkin pie spice, 1/2 tsp. nutmeg

SOLUTION: Pioneer buttermilk baking mix, eggs, sugar, pumpkin, nuts, cinnamon, pumpkin pie spice, nutmeg

PROBLEM: 1 small onion, 1/3 c. vinegar, 1/2 c. mayonnaise, 1/4 c. sugar, 1/2 tsp. salt, 1/4 tsp. pepper, 1/3 c. oil, bacon or bacon bits, broccoli, cauliflower

SOLUTION: onion, vinegar, mayonnaise, sugar, salt, pepper, oil, bacon, broccoli, cauliflower

PROBLEM: 1-1/2 quart Cake Batter Ice Cream, 3 cups Self-Rising Flour, Sprinkles (optional)

SOLUTION:
Batter, Flour, Sprinkles