| Large Language Models are few(1)-shot Table Reasoners | Oct 13, 2022 | Fact VerificationIn-Context Learning | CodeCode Available | 1 |
| Controllable Dialogue Simulation with In-Context Learning | Oct 9, 2022 | Data AugmentationIn-Context Learning | CodeCode Available | 1 |
| Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation | Oct 1, 2022 | Dialogue GenerationIn-Context Learning | CodeCode Available | 1 |
| FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning | Sep 30, 2022 | Drug DiscoveryIn-Context Learning | CodeCode Available | 1 |
| Selective Annotation Makes Language Models Better Few-Shot Learners | Sep 5, 2022 | Code GenerationIn-Context Learning | CodeCode Available | 1 |
| Can Foundation Models Help Us Achieve Perfect Secrecy? | May 27, 2022 | Federated LearningIn-Context Learning | CodeCode Available | 1 |
| Instruction Induction: From Few Examples to Natural Language Task Descriptions | May 22, 2022 | In-Context Learning | CodeCode Available | 1 |
| UL2: Unifying Language Learning Paradigms | May 10, 2022 | Arithmetic ReasoningCommon Sense Reasoning | CodeCode Available | 1 |
| The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning | May 6, 2022 | In-Context LearningLanguage Modelling | CodeCode Available | 1 |
| Contrastive Learning for Prompt-Based Few-Shot Language Learners | May 3, 2022 | Contrastive LearningIn-Context Learning | CodeCode Available | 1 |
| Data Distributional Properties Drive Emergent In-Context Learning in Transformers | Apr 22, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again | Mar 16, 2022 | In-Context LearningModel Selection | CodeCode Available | 1 |
| In-Context Learning for Few-Shot Dialogue State Tracking | Mar 16, 2022 | Dialogue State TrackingFew-Shot Learning | CodeCode Available | 1 |
| Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? | Feb 25, 2022 | In-Context Learning | CodeCode Available | 1 |
| Transformers Can Do Bayesian Inference | Dec 20, 2021 | AutoMLBayesian Inference | CodeCode Available | 1 |
| Learning To Retrieve Prompts for In-Context Learning | Dec 16, 2021 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning | Dec 9, 2021 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| An Explanation of In-context Learning as Implicit Bayesian Inference | Nov 3, 2021 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| MetaICL: Learning to Learn In Context | Oct 29, 2021 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER | Oct 16, 2021 | Domain AdaptationFew-Shot Text Classification | CodeCode Available | 1 |
| Meta-learning via Language Model In-context Tuning | Oct 15, 2021 | In-Context LearningInductive Bias | CodeCode Available | 1 |
| LiST: Lite Prompted Self-training Makes Parameter-Efficient Few-shot Learners | Oct 12, 2021 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation | Apr 26, 2021 | Cloze (multi-choices) (Few-Shot)Cloze (multi-choices) (One-Shot) | CodeCode Available | 1 |
| Enhancing Cross-task Transfer of Large Language Models via Activation Steering | Jul 17, 2025 | Cross-Lingual TransferIn-Context Learning | —Unverified | 0 |
| Assay2Mol: large language model-based drug design using BioAssay context | Jul 16, 2025 | DescriptiveDrug Design | CodeCode Available | 0 |
