I watched the film a couple of nights ago, and remember liking the song they danced too, though I couldn't remember how it went. After a quick search on the net, I'm pretty sure that it's "Into The Mystic" performed by The Wallflowers (originally by Van Morrison).
You can listen to a 30 second clip of the song here: