| Large Language Models Are Human-Level Prompt Engineers | Nov 3, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 3 |
| Two-stage LLM Fine-tuning with Less Specialization and More Generalization | Nov 1, 2022 | Binary ClassificationDomain Generalization | —Unverified | 0 |
| XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing | Oct 25, 2022 | In-Context LearningRetrieval | CodeCode Available | 0 |
| Exploring The Landscape of Distributional Robustness for Question Answering Models | Oct 22, 2022 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Large Language Models are few(1)-shot Table Reasoners | Oct 13, 2022 | Fact VerificationIn-Context Learning | CodeCode Available | 1 |
| Explanations from Large Language Models Make Small Reasoners Better | Oct 13, 2022 | Explanation GenerationIn-Context Learning | —Unverified | 0 |
| Transformers generalize differently from information stored in context vs in weights | Oct 11, 2022 | In-Context Learning | —Unverified | 0 |
| Controllable Dialogue Simulation with In-Context Learning | Oct 9, 2022 | Data AugmentationIn-Context Learning | CodeCode Available | 1 |
| Large Language Models can Implement Policy Iteration | Oct 7, 2022 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts | Oct 7, 2022 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
