Learning to Execute [pdf]

No big criticism implied, but some of us like to see the abstract, first. So here's the link to it:

http://arxiv.org/abs/1410.4615

Interesting. For the uninitiated, what sorts of applications are LSTM RNNs looking promising for in the short to medium term?