TASK DEFINITION: In this task, you have to generate the title of the recipe given its required ingredients and directions.
PROBLEM: ingredients: '1 1/2 c. flour', '1/4 c. sugar', '2 tsp. baking powder', '1/2 tsp. cinnamon', '1/4 tsp. salt', '1/8 tsp. nutmeg', '1 c. apple, pared and shredded', '1/2 c. milk', '1/4 c. vegetable oil', '1 egg, beaten', '1/3 c. brown sugar', '2 Tbsp. flour', '1/2 tsp. cinnamon', '2 Tbsp. soft butter', '1/3 c. chopped pecans or walnuts',<sep> directions: 'In medium bowl, sift together flour, sugar, baking powder, cinnamon, salt and nutmeg.', 'Stir in apple; set aside.'

SOLUTION: Apple Streusel Muffins

PROBLEM: ingredients: '1 1/2 ounces bombay sapphire gin', '1/2 ounce grenadine', '3 ounces prepared sweet-and-sour mix', '3 ounces Sprite (or 7-UP)', '1/2 ounce Chambord raspberry liquor', 'maraschino cherry',<sep> directions: 'Pour gin into a tall glass filled with ice. Add grenadine, and fill to the top with sweet and sour mix and Sprite or 7-Up. Top with a generous dash of Chambord liqueur, garnish with a cherry, stir, and serve.'

SOLUTION: Asian Fetish

PROBLEM: ingredients: 'For the cake:', '2 eggs beaten w/beater', '1/2 c. melted butter', '1c. hot coffee', '1c. butter milk', '1tsp. vanilla', '2tsp. baking soda', '2c. flour', '2c. sugar', '3/4 c. cocoa', '1tsp. baking powder', 'for the icing:', '5 tbsp. Flour', '1 c. Milk', '1/2 lb. butter softened', '1 c. sugar', 'dash salt', '1 tsp. vanilla',<sep> directions: 'for the cake:', 'mix in with eggs and beat for 2min.', '', 'grease and flour pans', '', 'bake @ 375 deg. for 35 min.', '', '(2 9inch round for 30 min.)', '(11x9 35 min)', '', 'for the icing:', '', 'combine flour and milk in small sauce pan and bring to boil stirring constantly.', 'cool completely.', '', 'beat sugar and butter till foamy. add salt and vanilla. Then combine both parts and beat till fluffy.'

SOLUTION:
Martha'S Chocolate Cake With 'Mrs Staples Icing'