What is the overhauled Delta Airlines cancellation policy in 2023? Yet again Delta Airlines has changed its cancellation policy because of Coronavirus. The refreshed Delta Airlines cancellation policy permits you to cancel, change, or discount your ticket contingent upon when you bought it and for what travel date, as shown underneath.