| STEPS: A Benchmark for Order Reasoning in Sequential Tasks | Jun 7, 2023 | In-Context Learning | —Unverified | 0 |
| Enhancing In-Context Learning with Answer Feedback for Multi-Span Question Answering | Jun 7, 2023 | In-Context LearningKeyphrase Extraction | CodeCode Available | 1 |
| Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models | Jun 6, 2023 | Arithmetic ReasoningIn-Context Learning | CodeCode Available | 0 |
| Zero-Shot 3D Shape Correspondence | Jun 5, 2023 | In-Context Learning | —Unverified | 0 |
| Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models | Jun 5, 2023 | Fact VerificationIn-Context Learning | CodeCode Available | 0 |
| MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models | Jun 2, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Towards In-context Scene Understanding | Jun 2, 2023 | Depth EstimationIn-Context Learning | CodeCode Available | 1 |
| ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? | Jun 2, 2023 | Data AugmentationDialogue State Tracking | —Unverified | 0 |
| Learning Transformer Programs | Jun 1, 2023 | In-Context LearningInterpretable Machine Learning | CodeCode Available | 1 |
| Multi-Dimensional Evaluation of Text Summarization with In-Context Learning | Jun 1, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| In-Context Learning User Simulators for Task-Oriented Dialog Systems | Jun 1, 2023 | Goal-Oriented Dialogue SystemsIn-Context Learning | CodeCode Available | 1 |
| Improving CLIP Training with Language Rewrites | May 31, 2023 | In-Context LearningSentence | CodeCode Available | 2 |
| Measuring the Robustness of NLP Models to Domain Shifts | May 31, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| IDAS: Intent Discovery with Abstractive Summarization | May 31, 2023 | Abstractive Text SummarizationDescriptive | CodeCode Available | 1 |
| Self-Verification Improves Few-Shot Clinical Information Extraction | May 30, 2023 | In-Context Learning | CodeCode Available | 1 |
| ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning | May 30, 2023 | BenchmarkingIn-Context Learning | CodeCode Available | 0 |
| Contextual Vision Transformers for Robust Representation Learning | May 30, 2023 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization | May 30, 2023 | In-Context Learning | —Unverified | 0 |
| Grammar Prompting for Domain-Specific Language Generation with Large Language Models | May 30, 2023 | In-Context LearningSemantic Parsing | CodeCode Available | 1 |
| Do Large Language Models Know What They Don't Know? | May 29, 2023 | In-Context Learning | CodeCode Available | 1 |
| PaLI-X: On Scaling up a Multilingual Vision and Language Model | May 29, 2023 | Chart Question Answeringdocument understanding | CodeCode Available | 1 |
| Mitigating Label Biases for In-context Learning | May 28, 2023 | In-Context Learningtext-classification | CodeCode Available | 1 |
| In-Context Analogical Reasoning with Pre-Trained Language Models | May 28, 2023 | In-Context LearningRelational Reasoning | CodeCode Available | 0 |
| Fine-Tuning Language Models with Just Forward Passes | May 27, 2023 | GPUIn-Context Learning | CodeCode Available | 3 |
| What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks | May 27, 2023 | In-Context Learning | CodeCode Available | 1 |
