Here's an interesting article on automated scoring for essays on standardized tests:
http://www.huffingtonpost.com/todd-farley/lies-damn-lies-and-statis_b_1574711.html

Here's another interesting take on that article:
http://dianeravitch.net/2012/11/15/should-computers-grade-essays/