- Arya D. McCarthy (Johns Hopkins University)
- Ekaterina Vylomova (University of Melbourne)
- Shijie Wu (Johns Hopkins University)
- Chaitanya Malaviya (Allen Institute for Artificial Intelligence)
- Lawrence Wolf-Sonkin (Google AI)
- Garrett Nicolai (Johns Hopkins University)
- Christo Kirov (Google AI)
- Miikka Silfverberg (University of Helsinki)
- Sebastian J. Mielke (Johns Hopkins University)
- Jeffrey Heinz (Stony Brook University)
- Ryan Cotterell (University of Cambridge)
- Mans Hulden (University of Colorado)
Interpretability Judges
- Jeffrey Heinz
- Borja Balle Pigem
- Matthias Gallé
- Francois Coste
- Leonor Becerra