Here's a nice chart from Calculated Risk, showing just how stubborn the unemployment situation is in the United States -- and why the Labor Department's May report is so disappointing. (Click on the first chart to expand it.)
Even with modest improvement this year, you can see that there is a deep hole that sets the most recent U.S. recession apart from every other recession in the post war era.