Cover Image

MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Pingyu, Gao, Daiheng, Tang, Jing, Chen, Huimin, Zhou, Wenbo, Zhang, Weiming, Yu, Nenghai
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MEG-RAG: Quantifying Multi-modal Evidence Grounding for Evidence Selection in RAG
by: Wang, Xihang, et al.
Published: (2026)

OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning
by: Zhou, Jiawei, et al.
Published: (2025)

MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval
by: Wu, Xixi, et al.
Published: (2025)

FIT-RAG: Black-Box RAG with Factual Information and Token Reduction
by: Mao, Yuren, et al.
Published: (2024)

A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning
by: Yuan, Ye, et al.
Published: (2024)

Optimizing Retrieval for RAG via Reinforcement Learning
by: Zhou, Jiawei, et al.
Published: (2025)

Causal-Counterfactual RAG: The Integration of Causal-Counterfactual Reasoning into RAG
by: Khadilkar, Harshad, et al.
Published: (2025)

SlimRAG: Retrieval without Graphs via Entity-Aware Context Selection
by: Zhang, Jiale, et al.
Published: (2025)

BioRAG: A RAG-LLM Framework for Biological Question Reasoning
by: Wang, Chengrui, et al.
Published: (2024)

HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
by: Liu, Hao, et al.
Published: (2025)

FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG
by: Zhao, Xinping, et al.
Published: (2024)

Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks
by: Gao, Yunfan, et al.
Published: (2024)

H-RAG at SemEval-2026 Task 8: Hierarchical Parent-Child Retrieval for Multi-Turn RAG Conversations
by: Elchafei, Passant, et al.
Published: (2026)

MedCoT-RAG: Causal Chain-of-Thought RAG for Medical Question Answering
by: Wang, Ziyu, et al.
Published: (2025)

LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation
by: Li, Haitao, et al.
Published: (2025)

RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering
by: Zhang, Rongyang, et al.
Published: (2025)

SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback
by: Gao, Jingsheng, et al.
Published: (2024)

ER-RAG: Enhance RAG with ER-Based Unified Modeling of Heterogeneous Data Sources
by: Xia, Yikuan, et al.
Published: (2025)

VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents
by: Yu, Shi, et al.
Published: (2024)

From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG
by: Wu, Wenhao, et al.
Published: (2026)

MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
by: Chang, Chia-Yuan, et al.
Published: (2024)

CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation
by: Wang, Nengbo, et al.
Published: (2025)

The Distracting Effect: Understanding Irrelevant Passages in RAG
by: Amiraz, Chen, et al.
Published: (2025)

LiveRAG: A diverse Q&A dataset with varying difficulty level for RAG evaluation
by: Carmel, David, et al.
Published: (2025)

SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering
by: Zhong, Kezhen, et al.
Published: (2025)

TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning
by: Yu, Xiaohan, et al.
Published: (2025)

MultiRAG: A Knowledge-guided Framework for Mitigating Hallucination in Multi-source Retrieval Augmented Generation
by: Wu, Wenlong, et al.
Published: (2025)

Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning
by: Fan, Yuxin, et al.
Published: (2025)

U-NIAH: Unified RAG and LLM Evaluation for Long Context Needle-In-A-Haystack
by: Gao, Yunfan, et al.
Published: (2025)

DoTA-RAG: Dynamic of Thought Aggregation RAG
by: Ruangtanusak, Saksorn, et al.
Published: (2025)

RAG-Enhanced Large Language Models for Dynamic Content Expiration Prediction in Web Search
by: Chen, Tingyu, et al.
Published: (2026)

Domain-Aware RAG: MoL-Enhanced RL for Efficient Training and Scalable Retrieval
by: Lin, Hao, et al.
Published: (2025)

StepChain GraphRAG: Reasoning Over Knowledge Graphs for Multi-Hop Question Answering
by: Ni, Tengjun, et al.
Published: (2025)

Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective
by: Su, Taoyu, et al.
Published: (2025)

HaS: Accelerating RAG through Homology-Aware Speculative Retrieval
by: Peng, Peng, et al.
Published: (2026)

ECoRAG: Evidentiality-guided Compression for Long Context RAG
by: Jeong, Yeonseok, et al.
Published: (2025)

Multi-Reranker: Maximizing performance of retrieval-augmented generation in the FinanceRAG challenge
by: Lee, Joohyun, et al.
Published: (2024)

Context Embeddings for Efficient Answer Generation in RAG
by: Rau, David, et al.
Published: (2024)

The Power of Noise: Redefining Retrieval for RAG Systems
by: Cuconasu, Florin, et al.
Published: (2024)

Core-based Hierarchies for Efficient GraphRAG
by: Hossain, Jakir, et al.
Published: (2026)