Controlling invasive pavement ants

Our driveway and sidewalk has become completely overrun with pavement ants to the point where I think some human intervention is going to be required. I hate using chemicals but it sounds like the most effective method would be to use insecticide bait traps. However, I'm worried about native ants and other insects being impacted as well. Has anyone else been through this situation/have advice on how to handle it?