zsh Command Auto correction

I've seen and read about zsh offering auto correction of a command input. Eg- if I type sl, it should ask me something like "did you mean ls?" But, in my zsh, this does not happen. It just gives an error. Is there a reason for this, some settings maybe? (And yes, I'm sure that I'm running zsh and not bash or something)