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 350 degrees F (175 degrees C)., Bring a large pot of salted water to a boil., Add zucchini and cook until tender, about 15 minutes; drain., Scoop out the flesh of the zucchini, making a 'boat'., In a medium bowl combined zucchini flesh, bread crumbs, Cheddar cheese, onion, parsley, salt, most of the Parmesan cheese and egg., Fill zucchini boats with mixture., Dot tops with butter and sprinkle with remaining Parmesan cheese., Bake in preheated oven for 30 minutes.

SOLUTION: zucchini, bread crumbs, Cheddar cheese, onion, parsley, salt, Parmesan cheese, eggs, butter

PROBLEM: Preheat oven to 400 degrees F (200 degrees C). Grease a rimmed baking sheet with 1 tablespoon butter., Combine 1 1/2 cups butter, sugar, and vanilla sugar in a large bowl; beat with an electric mixer until smooth and creamy. Add eggs one at a time and beat after each addition until well combined. Mix in flour and baking powder on low speed until well combined; mix in lemon zest., Spread dough on the prepared baking sheet. Use a spatula as dough is very sticky., Bake in the preheated oven until set, about 20 minutes. Let cool completely, about 30 minutes., Mix confectioner's sugar and lemon juice in a small bowl and brush glaze onto the cooled cake. Allow to dry, about 15 minutes.

SOLUTION: butter, butter, white sugar, vanilla sugar, eggs, flour, baking powder, lemons, Lemon Glaze, sugar, lemon juice

PROBLEM: Preheat the oven to 325 degrees F. Coat a 13-by-9-inch casserole dish with cooking spray and set aside., Cut the baguette into 1/2-inch cubes and spread along the bottom of the dish., In a large bowl, combine the eggs, buttermilk, maple syrup, vanilla extract, cinnamon, and nutmeg., Mix well and pour it over the bread., Cover the casserole dish with plastic wrap and press down lightly, so the bread absorbs the egg mixture., Refrigerate it at least 2 hours (or overnight) before baking., Bake for 45 minutes, or until eggs are set., After removing the dish from the oven, sprinkle it with brown sugar and let it stand for 10-15 minutes before serving.

SOLUTION:
eggs, buttermilk, maple syrup, vanilla, cinnamon, nutmeg, brown sugar