| Evaluating and Safeguarding the Adversarial Robustness of Retrieval-Based In-Context Learning | May 24, 2024 | Adversarial RobustnessIn-Context Learning | CodeCode Available | 0 |
| Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation | May 24, 2024 | In-Context LearningText to SQL | CodeCode Available | 2 |
| Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems | May 24, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification | May 24, 2024 | Bayesian InferenceIn-Context Learning | —Unverified | 0 |
| Off-the-shelf ChatGPT is a Good Few-shot Human Motion Predictor | May 24, 2024 | Human motion predictionIn-Context Learning | —Unverified | 0 |
| Towards Global Optimal Visual In-Context Learning Prompt Selection | May 24, 2024 | ColorizationForeground Segmentation | —Unverified | 0 |
| MLPs Learn In-Context on Regression and Classification Tasks | May 24, 2024 | In-Context LearningInductive Bias | CodeCode Available | 1 |
| Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs | May 24, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Linking In-context Learning in Transformers to Human Episodic Memory | May 23, 2024 | In-Context LearningRetrieval | CodeCode Available | 0 |
| In-context Time Series Predictor | May 23, 2024 | In-Context LearningTime Series | —Unverified | 0 |
