| Evaluating Step-by-Step Reasoning through Symbolic Verification | Dec 16, 2022 | In-Context Learning | CodeCode Available | 0 |
| Self-Prompting Large Language Models for Zero-Shot Open-Domain QA | Dec 16, 2022 | In-Context LearningOpen-Domain Question Answering | CodeCode Available | 1 |
| Transformers learn in-context by gradient descent | Dec 15, 2022 | In-Context LearningMeta-Learning | CodeCode Available | 2 |
| Diverse Demonstrations Improve In-context Compositional Generalization | Dec 13, 2022 | In-Context LearningSemantic Parsing | CodeCode Available | 1 |
| Structured Prompting: Scaling In-Context Learning to 1,000 Examples | Dec 13, 2022 | In-Context Learning | —Unverified | 0 |
| General-Purpose In-Context Learning by Meta-Learning Transformers | Dec 8, 2022 | In-Context LearningInductive Bias | CodeCode Available | 0 |
| Images Speak in Images: A Generalist Painter for In-Context Visual Learning | Dec 5, 2022 | In-Context LearningKeypoint Detection | CodeCode Available | 4 |
| In-context Examples Selection for Machine Translation | Dec 5, 2022 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
| Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration | Dec 5, 2022 | Few-Shot LearningFew-Shot Text Classification | —Unverified | 0 |
| Can In-context Learners Learn a Reasoning Concept from Demonstrations? | Dec 3, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
