| Visual RAG: Expanding MLLM visual knowledge without fine-tuning | Jan 18, 2025 | image-classificationImage Classification | —Unverified | 0 |
| GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems | Jan 18, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments | Jan 18, 2025 | In-Context LearningRAG | —Unverified | 0 |
| Tabular-TX: Theme-Explanation Structure-based Table Summarization via In-Context Learning | Jan 17, 2025 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval | Jan 16, 2025 | feature selectionIn-Context Learning | CodeCode Available | 0 |
| Task Vectors in In-Context Learning: Emergence, Formation, and Benefit | Jan 16, 2025 | In-Context Learning | —Unverified | 0 |
| Perspective Transition of Large Language Models for Solving Subjective Tasks | Jan 16, 2025 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Confidence Estimation for Error Detection in Text-to-SQL Systems | Jan 16, 2025 | DecoderIn-Context Learning | CodeCode Available | 0 |
| A Study of In-Context-Learning-Based Text-to-SQL Errors | Jan 16, 2025 | In-Context LearningText to SQL | CodeCode Available | 1 |
| Exploring Task-Level Optimal Prompts for Visual In-Context Learning | Jan 15, 2025 | In-Context Learning | —Unverified | 0 |
