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.
Input: Melt margarine in saucepan; add sugar and milk., Stir constantly., Bring to a boil., Boil hard for 2 minutes., Remove from heat., Add coconut and nuts., Leave cake in pan (9 x 13-inch)., Spread frosting on slightly warm cake.
Output:
margarine, brown sugar, milk, coconut, nuts