| Black-Box Tuning for Language-Model-as-a-Service | Jan 10, 2022 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| 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 |
| GLaM: Efficient Scaling of Language Models with Mixture-of-Experts | Dec 13, 2021 | Common Sense ReasoningIn-Context Learning | —Unverified | 0 |
| MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning | Dec 9, 2021 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Semantic-Oriented Unlabeled Priming for Large-Scale Language Models | Nov 16, 2021 | In-Context Learning | —Unverified | 0 |
| Meta-learning via Language Model In-context Tuning | Nov 16, 2021 | In-Context LearningInductive Bias | —Unverified | 0 |
| Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER | Nov 16, 2021 | Domain AdaptationFew-Shot Text Classification | —Unverified | 0 |
| 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 |
