Imagen de Portada

Towards Open-World Retrieval-Augmented Generation on Knowledge Graph: A Multi-Agent Collaboration Framework

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Xu, Jiasheng, Li, Mingda, Tang, Yongqiang, Wang, Peijie, Zhang, Wensheng
Formato:	Preprint
Publicado:	2025
Materias:	Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care
por: Song, Yutong, et al.
Publicado: (2025)

MGAA: Multi-Granular Adaptive Allocation fof Low-Rank Compression of LLMs
por: Li, Guangyan, et al.
Publicado: (2025)

AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery
por: Qu, Yuxun, et al.
Publicado: (2024)

Towards Better Evolution Modeling for Temporal Knowledge Graphs
por: Jiasheng, Zhang, et al.
Publicado: (2026)

Retrieval-Augmented Generation with Hierarchical Knowledge
por: Huang, Haoyu, et al.
Publicado: (2025)

A Collaborative Multi-Agent Approach to Retrieval-Augmented Generation Across Diverse Data
por: Salve, Aniruddha, et al.
Publicado: (2024)

DuetRAG: Collaborative Retrieval-Augmented Generation
por: Jiao, Dian, et al.
Publicado: (2024)

Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs
por: Tang, Xiaqiang, et al.
Publicado: (2024)

Graph-of-Agents: A Graph-based Framework for Multi-Agent LLM Collaboration
por: Yun, Sukwon, et al.
Publicado: (2026)

LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models
por: Li, Guangyan, et al.
Publicado: (2024)

Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning
por: Li, Bo, et al.
Publicado: (2026)

Knowledge Graph-Guided Retrieval Augmented Generation
por: Zhu, Xiangrong, et al.
Publicado: (2025)

MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
por: Wu, Chuanjie, et al.
Publicado: (2026)

Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models
por: Li, Mingda, et al.
Publicado: (2024)

RAGraph: A General Retrieval-Augmented Graph Learning Framework
por: Jiang, Xinke, et al.
Publicado: (2024)

MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework
por: Ling, Zihan, et al.
Publicado: (2025)

Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs
por: Conia, Simone, et al.
Publicado: (2024)

Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation
por: Zou, Deyu, et al.
Publicado: (2025)

RAGA: Reading-And-Graph-building-Agent for Autonomous Knowledge Graph Construction and Retrieval-Augmented Generation
por: Han, Chengrui, et al.
Publicado: (2026)

M$^3$Prune: Hierarchical Communication Graph Pruning for Efficient Multi-Modal Multi-Agent Retrieval-Augmented Generation
por: Shao, Weizi, et al.
Publicado: (2025)

Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness
por: Zhou, Dongzhuoran, et al.
Publicado: (2025)

Less is More: Denoising Knowledge Graphs For Retrieval Augmented Generation
por: Zheng, Yilun, et al.
Publicado: (2025)

Knowledge Pyramid Construction for Multi-Level Retrieval-Augmented Generation
por: Chen, Rubing, et al.
Publicado: (2024)

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation
por: Ye, Hao, et al.
Publicado: (2025)

S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering
por: Fu, Rong, et al.
Publicado: (2026)

Knowledge-Intensive Video Generation
por: Wang, Chenxu, et al.
Publicado: (2026)

KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation
por: Chen, Qizhi, et al.
Publicado: (2026)

LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
por: Chen, Zerui, et al.
Publicado: (2026)

Question-Adaptive Graph Learning for Multi-hop Retrieval Augmented Generation
por: Yan, Yuchen, et al.
Publicado: (2025)

DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented Generation
por: Opoku, David Osei, et al.
Publicado: (2025)

MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning
por: Nguyen, Thang, et al.
Publicado: (2025)

MACReD: A Multi-Agent Collaborative Reasoning Framework for Reaction Diagram Parsing
por: Tang, Chuang, et al.
Publicado: (2026)

HiChunk: Evaluating and Enhancing Retrieval-Augmented Generation with Hierarchical Chunking
por: Lu, Wensheng, et al.
Publicado: (2025)

A Survey on Knowledge-Oriented Retrieval-Augmented Generation
por: Cheng, Mingyue, et al.
Publicado: (2025)

CoCoA: Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy
por: Jiang, Yi, et al.
Publicado: (2025)

Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
por: Yu, Junchi, et al.
Publicado: (2025)

Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis
por: Li, Junzhuo, et al.
Publicado: (2025)

Graph Retrieval-Augmented Generation: A Survey
por: Peng, Boci, et al.
Publicado: (2024)

Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience
por: Gu, Jiawei, et al.
Publicado: (2025)

Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering
por: Xu, Zhentao, et al.
Publicado: (2024)