How can I get rid of the swelling after wisdom teeth removal?

Mostly time. Icing the day of surgery, nsaids, sleeping in an elevated head position are all things that can help. Mostly you just need time. If there is significant swelling and it is not beginning to improve after about 5 days, see your surgeon.