Counter caching with acts_as_commentable

I find that my app is doing a lot of db queries to get comment counts
for various objects, as I reference these counts frequenly in my views.
This is using acts_as_commentable. Anyone have any tips for adding
counter caching to acts_as_commentable? I assume this is possible with
polymorphic associations?

Thanks!