I would hand pull the big ones. Tryu to get roots and all. You may need to loosen the ground with a pitchfork. The smaller ones I'd run a selective herbicide. A cheap option in Amgrow Kleen Lawn. A more professional option is Bow and Arrow from Turf Culture.