The /r/machinelearning discussion (https://www.reddit.com/r/MachineLearning/comments/3iayyz/neu...) makes an interesting point about the 18 tasks thing:
> That was my first instinct too. Going back to the dynamic memory networks paper though, it turns out (§4.1) that these are the only two tasks it didn't solve almost-perfectly.