| RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering | Nov 16, 2021 | Entity LinkingKnowledge Base Question Answering | —Unverified | 0 |
| Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning | Nov 4, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Neural Disparity Refinement for Arbitrary Resolution Stereo | Oct 28, 2021 | Zero-shot Generalization | CodeCode Available | 1 |
| Multitask Prompted Training Enables Zero-Shot Task Generalization | Oct 15, 2021 | BenchmarkingDecoder | CodeCode Available | 2 |
| CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation | Oct 6, 2021 | Image GenerationText to Image Generation | CodeCode Available | 1 |
| Single-dataset Experts for Multi-dataset Question Answering | Sep 28, 2021 | Question AnsweringReading Comprehension | CodeCode Available | 1 |
| RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering | Sep 17, 2021 | Entity LinkingKnowledge Base Question Answering | CodeCode Available | 1 |
| Fairness-Aware Online Meta-learning | Aug 21, 2021 | ClassificationFairness | —Unverified | 0 |
| KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers | Jun 22, 2021 | Question AnsweringSQL Parsing | CodeCode Available | 0 |
| SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies | Jun 17, 2021 | Autonomous DrivingImage Augmentation | CodeCode Available | 1 |
| Learning to Represent State with Perceptual Schemata | Jun 13, 2021 | Zero-shot Generalization | —Unverified | 0 |
| Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL | Jun 4, 2021 | Reinforcement Learning (RL)Representation Learning | CodeCode Available | 0 |
| Transferable and Distributed User Association Policies for 5G and Beyond Networks | Jun 4, 2021 | ManagementMulti-agent Reinforcement Learning | —Unverified | 0 |
| What Can I Do Here? Learning New Skills by Imagining Visual Affordances | Jun 1, 2021 | Zero-shot Generalization | CodeCode Available | 1 |
| Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition | May 18, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Encoding Explanatory Knowledge for Zero-shot Science Question Answering | May 12, 2021 | Question AnsweringScience Question Answering | —Unverified | 0 |
| Zero-Shot Generalization using Intrinsically Motivated Compositional Emergent Protocols | May 11, 2021 | Zero-shot Generalization | CodeCode Available | 0 |
| ZePHyR: Zero-shot Pose Hypothesis Rating | Apr 28, 2021 | Motion PlanningPose Estimation | CodeCode Available | 1 |
| On the Use of Linguistic Features for the Evaluation of Generative Dialogue Systems | Apr 13, 2021 | Task-Oriented Dialogue SystemsZero-shot Generalization | —Unverified | 0 |
| Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment | Apr 12, 2021 | Zero-shot Generalization | —Unverified | 0 |
| NaturalProofs: Mathematical Theorem Proving in Natural Language | Mar 24, 2021 | Automated Theorem ProvingDomain Generalization | CodeCode Available | 1 |
| Error-Aware Policy Learning: Zero-Shot Generalization in Partially Observable Dynamic Environments | Mar 13, 2021 | Zero-shot Generalization | —Unverified | 0 |
| Generalization Through Hand-Eye Coordination: An Action Space for Learning Spatially-Invariant Visuomotor Control | Feb 28, 2021 | Imitation LearningZero-shot Generalization | —Unverified | 0 |
| Reinforcement Learning of Implicit and Explicit Control Flow in Instructions | Feb 25, 2021 | Minecraftreinforcement-learning | —Unverified | 0 |
| Group Equivariant Conditional Neural Processes | Feb 17, 2021 | Meta-LearningTranslation | —Unverified | 0 |
