LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Zerui, Zhang, Qinggang, Xiang, Zhishang, Wei, Zhimin, Gao, Linfeng, Huang, Xiao, Zhang, Zhihong, Su, Jinsong |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
by: Wu, Chuanjie, et al.
Published: (2026)
by: Wu, Chuanjie, et al.
Published: (2026)
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
by: Xiang, Zhishang, et al.
Published: (2025)
by: Xiang, Zhishang, et al.
Published: (2025)
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
by: Zhang, Qinggang, et al.
Published: (2025)
by: Zhang, Qinggang, et al.
Published: (2025)
LegalWiz: A Multi-Agent Generation Framework for Contradiction Detection in Legal Documents
by: Mantravadi, Ananya, et al.
Published: (2025)
by: Mantravadi, Ananya, et al.
Published: (2025)
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
by: Guan, Ziyi, et al.
Published: (2025)
by: Guan, Ziyi, et al.
Published: (2025)
TechGraphRAG: An Agentic Graph-Augmented RAG Framework for Technical Literature Reasoning
by: Singh, Kanwar Bharat
Published: (2026)
by: Singh, Kanwar Bharat
Published: (2026)
LegalSim: Multi-Agent Simulation of Legal Systems for Discovering Procedural Exploits
by: Badhe, Sanket
Published: (2025)
by: Badhe, Sanket
Published: (2025)
Multimodal Multi-Agent Empowered Legal Judgment Prediction
by: Kang, Zhaolu, et al.
Published: (2026)
by: Kang, Zhaolu, et al.
Published: (2026)
Enhancing Clinical Trial Patient Matching through Knowledge Augmentation and Reasoning with Multi-Agent
by: Shi, Hanwen, et al.
Published: (2024)
by: Shi, Hanwen, et al.
Published: (2024)
Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction
by: Chen, Xi, et al.
Published: (2025)
by: Chen, Xi, et al.
Published: (2025)
S-DAG: A Subject-Based Directed Acyclic Graph for Multi-Agent Heterogeneous Reasoning
by: Dong, Jiangwen, et al.
Published: (2025)
by: Dong, Jiangwen, et al.
Published: (2025)
Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems
by: Yang, Shuhua, et al.
Published: (2026)
by: Yang, Shuhua, et al.
Published: (2026)
Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation
by: Wang, Chenxu, et al.
Published: (2025)
by: Wang, Chenxu, et al.
Published: (2025)
GraphDC: A Divide-and-Conquer Multi-Agent System for Scalable Graph Algorithm Reasoning
by: Li, Wenjin, et al.
Published: (2026)
by: Li, Wenjin, et al.
Published: (2026)
ID-RAG: Identity Retrieval-Augmented Generation for Long-Horizon Persona Coherence in Generative Agents
by: Platnick, Daniel, et al.
Published: (2025)
by: Platnick, Daniel, et al.
Published: (2025)
Retrieval-Augmented Multi-Agent System for Rapid Statement of Work Generation
by: Suravarjhula, Amulya, et al.
Published: (2025)
by: Suravarjhula, Amulya, et al.
Published: (2025)
ReaGAN: Node-as-Agent-Reasoning Graph Agentic Network
by: Guo, Minghao, et al.
Published: (2025)
by: Guo, Minghao, et al.
Published: (2025)
A Multi-Agent Retrieval-Augmented Framework for Work-in-Progress Predictio
by: Bibalan, Yousef Mehrdad, et al.
Published: (2025)
by: Bibalan, Yousef Mehrdad, et al.
Published: (2025)
SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology
by: Nie, Zheng, et al.
Published: (2026)
by: Nie, Zheng, et al.
Published: (2026)
CGoT: A Novel Inference Mechanism for Embodied Multi-Agent Systems Using Composable Graphs of Thoughts
by: Nie, Yixiao, et al.
Published: (2025)
by: Nie, Yixiao, et al.
Published: (2025)
GraphMASAL: A Graph-based Multi-Agent System for Adaptive Learning
by: Zeng, Biqing, et al.
Published: (2025)
by: Zeng, Biqing, et al.
Published: (2025)
Online Guidance Graph Optimization for Lifelong Multi-Agent Path Finding
by: Zang, Hongzhi, et al.
Published: (2024)
by: Zang, Hongzhi, et al.
Published: (2024)
Strategic Persuasion with Trait-Conditioned Multi-Agent Systems for Iterative Legal Argumentation
by: Siedler, Philipp D.
Published: (2026)
by: Siedler, Philipp D.
Published: (2026)
Adversarial Yet Cooperative: Multi-Perspective Reasoning in Retrieved-Augmented Language Models
by: Xu, Can, et al.
Published: (2026)
by: Xu, Can, et al.
Published: (2026)
Efficient Multi-Agent Coordination via Dynamic Joint-State Graph Construction
by: Zhou, Yanlin, et al.
Published: (2025)
by: Zhou, Yanlin, et al.
Published: (2025)
Constrained Multi-Agent Path Finding on Directed Graphs
by: Ardizzoni, Stefano, et al.
Published: (2022)
by: Ardizzoni, Stefano, et al.
Published: (2022)
Law in Silico: Simulating Legal Society with LLM-Based Agents
by: Wang, Yiding, et al.
Published: (2025)
by: Wang, Yiding, et al.
Published: (2025)
Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation
by: Cao, Jiajun, et al.
Published: (2025)
by: Cao, Jiajun, et al.
Published: (2025)
Cooperative Multi-Agent Graph Bandits: UCB Algorithm and Regret Analysis
by: Paschalidis, Phevos, et al.
Published: (2024)
by: Paschalidis, Phevos, et al.
Published: (2024)
Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems
by: Zhang, Zhuohui, et al.
Published: (2024)
by: Zhang, Zhuohui, et al.
Published: (2024)
Dynamic Graph Communication for Decentralised Multi-Agent Reinforcement Learning
by: McClusky, Ben
Published: (2024)
by: McClusky, Ben
Published: (2024)
Communication Learning in Multi-Agent Systems from Graph Modeling Perspective
by: Hu, Shengchao, et al.
Published: (2024)
by: Hu, Shengchao, et al.
Published: (2024)
A Neuro-Symbolic Multi-Agent Approach to Legal-Cybersecurity Knowledge Integration
by: Bonfanti, Chiara, et al.
Published: (2025)
by: Bonfanti, Chiara, et al.
Published: (2025)
GAAMA: Graph Augmented Associative Memory for Agents
by: Paul, Swarna Kamal, et al.
Published: (2026)
by: Paul, Swarna Kamal, et al.
Published: (2026)
Collaborative Belief Reasoning with LLMs for Efficient Multi-Agent Collaboration
by: Wang, Zhimin, et al.
Published: (2025)
by: Wang, Zhimin, et al.
Published: (2025)
Liquid-Graph Time-Constant Network for Multi-Agent Systems Control
by: Marino, Antonio, et al.
Published: (2024)
by: Marino, Antonio, et al.
Published: (2024)
Guidance Graph Optimization for Lifelong Multi-Agent Path Finding
by: Zhang, Yulun, et al.
Published: (2024)
by: Zhang, Yulun, et al.
Published: (2024)
Adaptive Graph Pruning for Multi-Agent Communication
by: Li, Boyi, et al.
Published: (2025)
by: Li, Boyi, et al.
Published: (2025)
Reliable and Efficient Multi-Agent Coordination via Graph Neural Network Variational Autoencoders
by: Meng, Yue, et al.
Published: (2025)
by: Meng, Yue, et al.
Published: (2025)
Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning
by: Yang, Ruiyi, et al.
Published: (2025)
by: Yang, Ruiyi, et al.
Published: (2025)
Similar Items
-
MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
by: Wu, Chuanjie, et al.
Published: (2026) -
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
by: Xiang, Zhishang, et al.
Published: (2025) -
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
by: Zhang, Qinggang, et al.
Published: (2025) -
LegalWiz: A Multi-Agent Generation Framework for Contradiction Detection in Legal Documents
by: Mantravadi, Ananya, et al.
Published: (2025) -
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
by: Guan, Ziyi, et al.
Published: (2025)