- Beyond Accuracy: Behavioral Testing of NLP Models with CheckList
- Efficiently Sampling Functions from Gaussian Process Posteriors
- Generative Pretraining from Pixels
- RAFT: Recurrent All-Pairs Field Transforms for Optical Flow
- Learning Latent Representations to Influence Multi-Agent Interaction
- Language Models are Few-Shot Learners
- No-Regret Learning Dynamics for Extensive-Form Correlated Equilibrium
- Improved guarantees and a multiple-descent curve for Column Subset Selection and the Nystrom method
- AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
- WINOGRANDE: An Adversarial Winograd Schema Challenge at Scale
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