| How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings | May 19, 2023 | In-Context LearningRetrieval | CodeCode Available | 1 | 5 |
| How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation | Dec 12, 2023 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization | Feb 14, 2024 | In-Context Learning | CodeCode Available | 1 | 5 |
| ImagineFSL: Self-Supervised Pretraining Matters on Imagined Base Set for VLM-based Few-shot Learning | Jan 1, 2025 | Few-Shot LearningImage Generation | CodeCode Available | 1 | 5 |
| LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction | Nov 11, 2023 | Event Argument ExtractionIn-Context Learning | CodeCode Available | 1 | 5 |
| HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation | Dec 15, 2024 | DiagnosticIn-Context Learning | CodeCode Available | 1 | 5 |
| How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? | Apr 19, 2024 | In-Context LearningRetrieval | CodeCode Available | 1 | 5 |
| Controllable Dialogue Simulation with In-Context Learning | Oct 9, 2022 | Data AugmentationIn-Context Learning | CodeCode Available | 1 | 5 |
| Fine-tuning Multimodal Large Language Models for Product Bundling | Jul 16, 2024 | In-Context LearningMultiple-choice | CodeCode Available | 1 | 5 |
| Contextual Vision Transformers for Robust Representation Learning | May 30, 2023 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
