Depending on how bad the problem is, you can get a product called terminal contact cleaner, this may help.
Nov 25, 2015 at 10:37 PM
Repair Safety Notice: This information is for general instructional purposes only. Vehicle repair can be dangerous. Verify all information, follow manufacturer service procedures, use proper tools and safety equipment, and consult a qualified repair shop when needed.