ReZero: Enhancing LLM search ability by trying one-more-time Paper • 2504.11001 • Published Apr 15 • 15
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes Paper • 2504.11544 • Published Apr 15 • 43
Even Small Reasoners Should Quote Their Sources: Introducing the Pleias-RAG Model Family Paper • 2504.18225 • Published Apr 25 • 13
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities Paper • 2504.20734 • Published Apr 29 • 63
LLM-Independent Adaptive RAG: Let the Question Speak for Itself Paper • 2505.04253 • Published May 7 • 13
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Paper • 2505.07233 • Published May 12 • 8
Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency Paper • 2505.08445 • Published May 13 • 4
TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Paper • 2505.11988 • Published May 17 • 3
VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning Paper • 2505.22019 • Published May 28 • 11
RARE: Retrieval-Aware Robustness Evaluation for Retrieval-Augmented Generation Systems Paper • 2506.00789 • Published Jun 1 • 5
ECoRAG: Evidentiality-guided Compression for Long Context RAG Paper • 2506.05167 • Published Jun 5 • 9
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding Paper • 2506.16035 • Published Jun 19 • 86