TASK DEFINITION: In this task, you have to identify the named entities (NER) which are the ingredients required given its directions. Named entities are the names of the items without their quantity.
PROBLEM: Preheat oven to 375 degrees F (190 degrees C)., Combine the flour and baking soda. Set aside., Mix the butter, brown sugar, white sugar, pudding mix, and vanilla. Beat until creamy. Add the eggs and mix well. Gradually stir in the flour mixture. Stir in the chocolate chips and the chopped nuts. Drop from teaspoon onto ungreased cookie sheets about 1 inch apart., Bake at 375 degrees F (190 degrees C) for 8 to 10 minutes.

SOLUTION: flour, baking soda, butter, brown sugar, white sugar, vanilla, eggs, chocolate chips, walnuts

PROBLEM: Cook on medium heat sugar, butter and evaporated milk., Bring to a boil., Boil exactly 5 minutes (no longer)., Remove from heat. Add peanut butter, the jar of marshmallow cream and vanilla. Beat until smooth., Pour into buttered 9 x 13-inch pan., Let cool and cut into squares.

SOLUTION: sugar, butter, milk, marshmallow cream, vanilla, peanut butter

PROBLEM: Place burgul in a soup or cereal bowl., Pour water in bowl until burgul is just covered., Let sit., Chop parsley leaves very fine (discard stems)., Chop mint, tomatoes and onion very fine. Put parsley and mint in large bowl and fill with water to wash leaves., Drain water and squeeze parsley and mint as dry as possible., Drain burgul of excess water., Combine parsley, mint, tomatoes, onion and burgul., Mix lemon juice and oil., Add to parsley mixture., Add salt to taste., Let stand at least 1/2 hour. Adjust lemon juice, oil and salt to taste., Should be able to taste just a shade more lemon juice than oil., Traditionally eaten by putting tabouli in romaine lettuce leaves.

SOLUTION:
flat-leaf, tomatoes, onion, mint, burgul, lemon juice, olive