Remove missing files

I am using iTunes 11.0.4.

I have been rearranging my music folders, and now iTunes shows a number of files in my library that are missing.

I thought iTunes would automatically remove references to files that are no longer accessible, but this appears to not be the case.

So, how do I get iTunes to remove missing files from it's library?

Thanks!