svn rm `svn stat | grep ! | sed -e 's/^\!\s\+//;s/$/ /' | tr -d '\n'`

That will remove all the entries from svn stat that start with !. Very handy. Took a few minutes to write (sed wouldn’t get rid of my newline, so I used tr …), but it’s worth it.