Why do Japanese people compliment your not-so-great Japanese skills instead of pointing out mistakes?

How do I know if my girlfriend is talking to other guys?
How do Japanese people decide when it's okay to start correcting your language mistakes?
At what point in learning Japanese do people start correcting your mistakes more often?