Desperado nailed it. If your trailer has brakes, apply brakes to the trailer (with your brake controller) while slightly accelerating with your pulling vehicle.

If your trailer is prone to fishtailing (or being sucked over by passing trucks), I would recommend an anti-sway bar, of which there are many types and all of them work pretty well I think, even the fairly inexpensive ones.