One Italian dish that is far too often overlooked is Gnocchi. They are small Italian dumplings traditionally made from flour and potatoes. They are rolled and cut into bite-size pieces quickly cooked in boiling water. They are sometimes called dumplings or pillows. The word gnocchi may be derived from the Italian word nocchio, meaning a knot in wood, or from nocca, meaning knuckle.