Preprints

• Compositional explanations of neurons.

  Jesse Mu and Jacob Andreas.

• Unnatural language processing: bridging the gap between synthetic and natural language data.

  Alana Marzoev, Sam Madden, Frans Kaashoek, Mike Cafarella and Jacob Andreas.

2020

• Good-Enough Compositional Data Augmentation.

  Jacob Andreas. ACL 2020.

2019

• A survey of reinforcement learning informed by natural language.

  Jelena Luketina, Nantas Nardelli, Gregory Farquhar, Jakob Foerster, Jacob Andreas, Edward Grefenstette, Shimon Whiteson and Tim Rocktäschel. IJCAI 2019.

• Measuring compositionality in representation learning.

  Jacob Andreas. ICLR 2019.