| ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization | Jan 18, 2022 | Zero-shot GeneralizationZero-Shot Learning | —Unverified | 0 |
| CABACE: Injecting Character Sequence Information and Domain Knowledge for Enhanced Acronym and Long-Form Extraction | Dec 25, 2021 | FormLanguage Modelling | CodeCode Available | 0 |
| Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization | Dec 17, 2021 | Domain GeneralizationZero-shot Generalization | CodeCode Available | 0 |
| Zero-shot Audio Source Separation through Query-based Learningfrom Weakly-labeled Data | Dec 15, 2021 | Audio Source SeparationEvent Detection | —Unverified | 0 |
| Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions | Nov 29, 2021 | Contrastive LearningDecision Making | —Unverified | 0 |
| 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 |
| 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 |
| Learning to Represent State with Perceptual Schemata | Jun 13, 2021 | Zero-shot Generalization | —Unverified | 0 |
