| Language Models are General-Purpose Interfaces | Jun 13, 2022 | Causal Language ModelingFew-Shot Learning | —Unverified | 0 |
| Automatic Short Math Answer Grading via In-context Meta-learning | May 30, 2022 | automatic short answer gradingIn-Context Learning | CodeCode Available | 0 |
| Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations | May 25, 2022 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing | May 24, 2022 | DecoderIn-Context Learning | —Unverified | 0 |
| Prototypical Calibration for Few-shot Learning of Language Models | May 20, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| What Makes Good In-Context Examples for GPT-3? | May 1, 2022 | In-Context LearningNatural Language Understanding | —Unverified | 0 |
| Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task | May 1, 2022 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model | Apr 28, 2022 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Super-Prompting: Utilizing Model-Independent Contextual Data to Reduce Data Annotation Required in Visual Commonsense Tasks | Apr 25, 2022 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Can language models learn from explanations in context? | Apr 5, 2022 | In-Context Learning | —Unverified | 0 |
| Leveraging pre-trained language models for conversational information seeking from text | Mar 31, 2022 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Efficient Language Modeling with Sparse all-MLP | Mar 14, 2022 | AllCommon Sense Reasoning | —Unverified | 0 |
| Semantic-Oriented Unlabeled Priming for Large-Scale Language Models | Feb 12, 2022 | In-Context Learning | —Unverified | 0 |
| Exploring Example Selection for Few-shot Text-to-SQL Semantic Parsing | Jan 16, 2022 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Learning To Retrieve Prompts for In-Context Learning | Jan 16, 2022 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| MetaICL: Learning to Learn In Context | Jan 16, 2022 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| GLaM: Efficient Scaling of Language Models with Mixture-of-Experts | Dec 13, 2021 | Common Sense ReasoningIn-Context Learning | —Unverified | 0 |
| Semantic-Oriented Unlabeled Priming for Large-Scale Language Models | Nov 16, 2021 | In-Context Learning | —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 |
| Meta-learning via Language Model In-context Tuning | Nov 16, 2021 | In-Context LearningInductive Bias | —Unverified | 0 |
| It's my Job to be Repetitive! My Job! My Job! -- Linking Repetitions to In-Context Learning in Language Models | Oct 16, 2021 | In-Context Learning | —Unverified | 0 |
| The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design | Oct 9, 2021 | ChunkingIn-Context Learning | —Unverified | 0 |
