Something I have used with great sucess is to dilute any water-soluable wood glue (Like Elmer's, or Titebond) with water. Not much glue is needed (Like 1 part glue to 5 or 6 parts water)

Brush it on, let it dry, sand it smooth.

Works great, and it seems to help the covering stick.