Copertina

mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Xu, Chuan, Chen, Qiaosheng, Feng, Yutong, Cheng, Gong
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Information Retrieval
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph
di: Chen, Qiaosheng, et al.
Pubblicazione: (2025)

UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation
di: Chen, Yuxuan, et al.
Pubblicazione: (2025)

OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language Models
di: Feng, Hui, et al.
Pubblicazione: (2025)

PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths
di: Chen, Boyu, et al.
Pubblicazione: (2025)

T$^2$-RAGBench: Text-and-Table Benchmark for Evaluating Retrieval-Augmented Generation
di: Strich, Jan, et al.
Pubblicazione: (2025)

QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors
di: Zhang, Kepu, et al.
Pubblicazione: (2025)

BubbleRAG: Evidence-Driven Retrieval-Augmented Generation for Black-Box Knowledge Graphs
di: Pan, Duyi, et al.
Pubblicazione: (2026)

GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
di: Luo, Linhao, et al.
Pubblicazione: (2025)

TagRAG: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation
di: Tao, Wenbiao, et al.
Pubblicazione: (2025)

XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation
di: Wang, Ke, et al.
Pubblicazione: (2025)

WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs
di: Xie, Weijian, et al.
Pubblicazione: (2024)

FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
di: Jin, Jiajie, et al.
Pubblicazione: (2024)

FlippedRAG: Black-Box Opinion Manipulation Adversarial Attacks to Retrieval-Augmented Generation Models
di: Chen, Zhuo, et al.
Pubblicazione: (2025)

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
di: Wang, Shijie, et al.
Pubblicazione: (2025)

Retrieval-Augmented Generation with Graphs (GraphRAG)
di: Han, Haoyu, et al.
Pubblicazione: (2024)

AtomicRAG: Atom-Entity Graphs for Retrieval-Augmented Generation
di: Hou, Yanning, et al.
Pubblicazione: (2026)

HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems
di: Tan, Jiejun, et al.
Pubblicazione: (2024)

MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation
di: Hsiao, Chi-Hsiang, et al.
Pubblicazione: (2025)

LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers
di: Zhang, Zhuocheng, et al.
Pubblicazione: (2025)

DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation
di: Wang, Shuting, et al.
Pubblicazione: (2024)

RouteRAG: Efficient Retrieval-Augmented Generation from Text and Graph via Reinforcement Learning
di: Guo, Yucan, et al.
Pubblicazione: (2025)

Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation
di: Dong, Yuxin, et al.
Pubblicazione: (2024)

DSEBench: A Test Collection for Explainable Dataset Search with Examples
di: Shi, Qing, et al.
Pubblicazione: (2025)

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

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

Toward Robust GraphRAG: Mitigating Retrieval Drift and Hallucination from Imperfect Knowledge Graphs
di: Ma, Yizhuo, et al.
Pubblicazione: (2026)

RAG-Match: Retrieval-Augmented Knowledge Injection and Hierarchical Reasoning for Calibrated Semantic Relevance
di: Jiang, Hengjun, et al.
Pubblicazione: (2026)

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

Prospects of Retrieval Augmented Generation (RAG) for Academic Library Search and Retrieval
di: Bevara, Ravi, et al.
Pubblicazione: (2025)

FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation
di: Zhang, Zhuocheng, et al.
Pubblicazione: (2025)

TrustRAG: An Information Assistant with Retrieval Augmented Generation
di: Fan, Yixing, et al.
Pubblicazione: (2025)

HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation
di: Guo, Jinyu, et al.
Pubblicazione: (2025)

Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM
di: Yang, Yuxin, et al.
Pubblicazione: (2025)

DA-RAG: Dynamic Attributed Community Search for Retrieval-Augmented Generation
di: Zeng, Xingyuan, et al.
Pubblicazione: (2026)

RGL: A Graph-Centric, Modular Framework for Efficient Retrieval-Augmented Generation on Graphs
di: Li, Yuan, et al.
Pubblicazione: (2025)

Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning
di: Dong, Junnan, et al.
Pubblicazione: (2025)

Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation
di: Agrawal, Garima, et al.
Pubblicazione: (2024)

Overview of the TREC 2025 Retrieval Augmented Generation (RAG) Track
di: Upadhyay, Shivani, et al.
Pubblicazione: (2026)

RAG-VisualRec: An Open Resource for Vision- and Text-Enhanced Retrieval-Augmented Generation in Recommendation
di: Tourani, Ali, et al.
Pubblicazione: (2025)

TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework
di: Zhang, Chao, et al.
Pubblicazione: (2025)