Drain half of the oil from the artichokes and put the remaining oil with the artichokes in a food processor along with the arugula leaves, Parmesan, lemon juice and extra virgin olive oil. Season lightly with salt and pepper and whiz to a paste. Spoon the dip into a serving bowl and chill in the refrigerator.
When ready to serve, give the dip a little stir firs