| R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning | May 26, 2025 | HallucinationRAG | CodeCode Available | 1 |
| Visualized Text-to-Image Retrieval | May 26, 2025 | Image RetrievalQuestion Answering | CodeCode Available | 1 |
| NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering | May 26, 2025 | ChunkingLarge Language Model | CodeCode Available | 1 |
| POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval | May 25, 2025 | Information RetrievalRAG | CodeCode Available | 1 |
| GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis | May 24, 2025 | RAGRetrieval | CodeCode Available | 1 |
| Removal of Hallucination on Hallucination: Debate-Augmented RAG | May 24, 2025 | HallucinationRAG | CodeCode Available | 1 |
| MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-Tuning | May 23, 2025 | Few-Shot LearningQuestion Answering | CodeCode Available | 1 |
| Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering | May 22, 2025 | BenchmarkingEvidence Selection | CodeCode Available | 1 |
| Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs | May 21, 2025 | Knowledge DistillationKnowledge Graphs | CodeCode Available | 1 |
| Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries | May 21, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 1 |
