| HINT: Hypernetwork Instruction Tuning for Efficient Zero- & Few-Shot Generalisation | Dec 20, 2022 | In-Context Learningparameter-efficient fine-tuning | —Unverified | 0 |
| Dialog2API: Task-Oriented Dialogue with API Description and Example Programs | Dec 20, 2022 | In-Context LearningSemantic Parsing | —Unverified | 0 |
| Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering | Dec 20, 2022 | In-Context Learning | CodeCode Available | 1 |
| Training Trajectories of Language Models Across Scales | Dec 19, 2022 | In-Context LearningMultiple-choice | CodeCode Available | 1 |
| Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations | Dec 19, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments | Dec 19, 2022 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 |
| Language model acceptability judgements are not always robust to context | Dec 18, 2022 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated? | Dec 18, 2022 | In-Context LearningStyle Transfer | —Unverified | 0 |
| Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale | Dec 18, 2022 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Foundation models in brief: A historical, socio-technical focus | Dec 17, 2022 | In-Context Learning | —Unverified | 0 |
