Here's an interesting chart from the White House Council on Economic Advisors showing that the short-term unemployed and long-term unemployed have broadly similar educational attributes:
That's at least one datapoint in favor of the view that broadly stimulative fiscal and monetary policy could help both classes of jobless workers and it's not necessarily all about emergency targeted assistance for the long-term unemployed.