| Measuring and Modifying Factual Knowledge in Large Language Models | Jun 9, 2023 | In-Context Learning | CodeCode Available | 0 |
| Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding | Jun 9, 2023 | Few-Shot Learningimage-classification | CodeCode Available | 0 |
| In-Context Learning through the Bayesian Prism | Jun 8, 2023 | Bayesian InferenceIn-Context Learning | CodeCode Available | 0 |
| STEPS: A Benchmark for Order Reasoning in Sequential Tasks | Jun 7, 2023 | In-Context Learning | —Unverified | 0 |
| Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models | Jun 6, 2023 | Arithmetic ReasoningIn-Context Learning | CodeCode Available | 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 |
| Zero-Shot 3D Shape Correspondence | Jun 5, 2023 | In-Context Learning | —Unverified | 0 |
| ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? | Jun 2, 2023 | Data AugmentationDialogue State Tracking | —Unverified | 0 |
| MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models | Jun 2, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Multi-Dimensional Evaluation of Text Summarization with In-Context Learning | Jun 1, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| Measuring the Robustness of NLP Models to Domain Shifts | May 31, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning | May 30, 2023 | BenchmarkingIn-Context Learning | CodeCode Available | 0 |
| What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization | May 30, 2023 | In-Context Learning | —Unverified | 0 |
| In-Context Analogical Reasoning with Pre-Trained Language Models | May 28, 2023 | In-Context LearningRelational Reasoning | CodeCode Available | 0 |
| Augmenting Large Language Model Translators via Translation Memories | May 27, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| A Mechanism for Sample-Efficient In-Context Learning for Sparse Retrieval Tasks | May 26, 2023 | In-Context LearningRetrieval | —Unverified | 0 |
| Large Language Models Are Partially Primed in Pronoun Interpretation | May 26, 2023 | In-Context Learning | CodeCode Available | 0 |
| Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning | May 26, 2023 | In-Context Learning | —Unverified | 0 |
| SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended) | May 26, 2023 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| Cross-lingual QA: A Key to Unlocking In-context Cross-lingual Performance | May 24, 2023 | Cross-Lingual TransferIn-Context Learning | —Unverified | 0 |
| BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer | May 24, 2023 | BenchmarkingCross-Lingual Transfer | —Unverified | 0 |
| OverPrompt: Enhancing ChatGPT through Efficient In-Context Learning | May 24, 2023 | Data AugmentationFact Checking | CodeCode Available | 0 |
| EXnet: Efficient In-context Learning for Data-less Text classification | May 24, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations | May 24, 2023 | In-Context Learning | CodeCode Available | 0 |
| Universal Self-Adaptive Prompting | May 24, 2023 | In-Context LearningNatural Language Understanding | —Unverified | 0 |
