CoRAG: Collaborative Retrieval-Augmented Generation
Paper • 2504.01883 • Published • 9
RAG
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ReZero: Enhancing LLM search ability by trying one-more-time
Paper • 2504.11001 • Published • 16 -
Retrieval-Augmented Generation with Conflicting Evidence
Paper • 2504.13079 • Published • 6 -
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes
Paper • 2504.11544 • Published • 44 -
Even Small Reasoners Should Quote Their Sources: Introducing the Pleias-RAG Model Family
Paper • 2504.18225 • Published • 15 -
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities
Paper • 2504.20734 • Published • 62 -
LLM-Independent Adaptive RAG: Let the Question Speak for Itself
Paper • 2505.04253 • Published • 14 -
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
Paper • 2505.07233 • Published • 8 -
Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency
Paper • 2505.08445 • Published • 4 -
TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text
Paper • 2505.11988 • Published • 3 -
VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning
Paper • 2505.22019 • Published • 12 -
RARE: Retrieval-Aware Robustness Evaluation for Retrieval-Augmented Generation Systems
Paper • 2506.00789 • Published • 5 -
ECoRAG: Evidentiality-guided Compression for Long Context RAG
Paper • 2506.05167 • Published • 9 -
DoTA-RAG: Dynamic of Thought Aggregation RAG
Paper • 2506.12571 • Published • 50 -
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding
Paper • 2506.16035 • Published • 89 -
SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension
Paper • 2508.01959 • Published • 60 -
Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval
Paper • 2507.23284 • Published • 3 -
VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding
Paper • 2508.07493 • Published • 8 -
ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning
Paper • 2508.10419 • Published • 75 -
Retrieval-augmented reasoning with lean language models
Paper • 2508.11386 • Published • 5 -
HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering
Paper • 2509.09713 • Published • 25 -
RAG-Anything: All-in-One RAG Framework
Paper • 2510.12323 • Published • 77 -
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
Paper • 2510.17354 • Published • 35