Remove cover, and increase heat to high to evaporate any remaining water. Using a spoon, press the onion to the bottom and sides of pan, allowing it to brown. Stirring the onion mixture frequently, cook over medium-high heat (be careful not to let the onions burn) until onions are soft and fairly brown, about 10 minutes longer.