External Memory Networks

Jason Weston, Antoine Bordes, Sumit Chopra, Alexander M. Rush, Bart van Merriënboer, Armand Joulin, Tomas Mikolov. Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks. https://arxiv.org/abs/1502.05698

Sainbayar Sukhbaatar, Arthur Szlam, Jason Weston, Rob Fergus. End-To-End Memory Networks. NIPS 2015

Alex Graves, Greg Wayne, Ivo Danihelka. Neural Turing Machines. https://arxiv.org/abs/1410.5401

Łukasz Kaiser, Ilya Sutskever. Neural GPUs Learn Algorithms. https://arxiv.org/abs/1511.08228

Wojciech Zaremba, Tomas Mikolov, Armand Joulin, Rob Fergus. Learning Simple Algorithms from Examples. ICML 2016

Karol Kurach, Marcin Andrychowicz, Ilya Sutskever. Neural Random-Access Machines. ICLR 2016. https://arxiv.org/abs/1511.06392

Armand Joulin, Tomas Mikolov. Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets. NIPS 2015

Minh-Thang Luong, Hieu Pham, Christopher D. Manning. Effective Approaches to Attention-based Neural Machine Translation. EMNLP 2015