| Episodic Memory in Lifelong Language Learning | Cyprien de Masson d'Autume · Sebastian Ruder · Lingpeng Kong · Dani Yogatama |
| Generalization of Reinforcement Learners with Working and Episodic Memory | Meire Fortunato · Melissa Tan · Ryan Faulkner · Steven Hansen · Adrià Puigdomènech Badia · Gavin Buttimore · Charles Deck · Joel Leibo · Charles Blundell |
| Large Memory Layers with Product Keys | Guillaume Lample · Alexandre Sablayrolles · Marc'Aurelio Ranzato · Ludovic Denoyer · Herve Jegou |
| Ordered Memory | Yikang Shen · Shawn Tan · Arian Hosseini · Zhouhan Lin · Alessandro Sordoni · Aaron Courville |