| LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs | Jan 1, 2025 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| Column Property Annotation using Large Language Models | Jan 1, 2025 | Columns Property AnnotationColumn Type Annotation | CodeCode Available | 1 |
| Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner | Dec 24, 2024 | Autonomous DrivingDataset Generation | CodeCode Available | 1 |
| SAIL: Sample-Centric In-Context Learning for Document Information Extraction | Dec 22, 2024 | In-Context Learning | CodeCode Available | 1 |
| DS^2-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis | Dec 19, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation | Dec 15, 2024 | DiagnosticIn-Context Learning | CodeCode Available | 1 |
| RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector | Dec 13, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL | Dec 13, 2024 | In-Context LearningText to SQL | CodeCode Available | 1 |
| Fast Prompt Alignment for Text-to-Image Generation | Dec 11, 2024 | Image GenerationIn-Context Learning | CodeCode Available | 1 |
| Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs | Dec 3, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |