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 cups flour, 2 cups sugar, 1/3 cup cocoa, 2 teaspoons baking soda, 1 teaspoon salt, 3/4 cup salad oil, 1 teaspoon vanila, 2 Tablespoons vinegar, 2 cups water

SOLUTION: flour, sugar, cocoa, baking soda, salt, salad oil, vanila, vinegar, water

PROBLEM: 1 (8 ounce) package cream cheese, softened, 1 cup whole milk, 1 whole head of garlic, roasted, 1 teaspoon ground nutmeg, 1 tablespoon fresh parsley, chopped or 2 tablespoons dried parsley, sea salt, cracked black pepper, 1 1/2 cups mozzarella cheese, shredded, 1 1/2 cups parmesan cheese, shredded, 1 cup Fontina cheese, shredded, 1 (9 ounce) box frozen spinach, thawed, squeeze all liquid out, chopped, 1 (16 ounce) can water-packed artichoke hearts, drained, quartered, 2 loaves baguette, spiced to 3/4-in thick pieces

SOLUTION: cream cheese, milk, head of garlic, ground nutmeg, fresh parsley, salt, cracked black pepper, mozzarella cheese, parmesan cheese, Fontina cheese, frozen spinach, water, loaves baguette

PROBLEM: 2/3 cup plain yogurt, 2 tablespoons sour cream, 1 teaspoon ground cumin, 1/2 teaspoon sweet paprika, 2 to 3 tablespoons chopped fresh dill, to your taste, salt and freshly ground black pepper to taste, fresh lemon juice to taste

SOLUTION:
plain yogurt, sour cream, ground cumin, sweet paprika, fresh dill, salt, lemon juice