Leaving the romaine heads intact, rinse the leaves well under cold water, spreading the leaves open to allow any grit to wash away. Turn the heads upside-down and, holding the head by the stem, shake lightly to remove excess water. Transfer to a plate. In a shallow bowl, combine the oil, lemon juice, salt, and pepper. Taste for seasonings.