You should both use the plural and singular form of the keyword. Because both of them trigger your ad
independantly.
If you don't have "balls" keyword, your keyword "ball" does not trigger your ad (maybe rarely it can) when someone searches balls.
Source:
http://www.911seosem.com/indexeng.html