Cover Image

Multi-Agent GraphRAG: A Text-to-Cypher Framework for Labeled Property Graphs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gusarov, Anton, Volkova, Anastasia, Khrulkov, Valentin, Kuznetsov, Andrey, Maslov, Evgenii, Oseledets, Ivan
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computation and Language 68P20, 68T30 I.2.7; I.2.11; H.2.4
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Solving Zebra Puzzles Using Constraint-Guided Multi-Agent Systems
by: Berman, Shmuel, et al.
Published: (2024)

NeuroState-Bench: A Human-Calibrated Benchmark for Commitment Integrity in LLM Agent Profiles
by: Jia, Xiao
Published: (2026)

FundaPod: A Multi-Persona Agent Pod Platform with Knowledge Graph Memory for AI-Assisted Fundamental Investment Research
by: Zhu, Di, et al.
Published: (2026)

On measuring grounding and generalizing grounding problems
by: Quigley, Daniel, et al.
Published: (2025)

Multi-Agent Synergy-Driven Iterative Visual Narrative Synthesis
by: Xi, Wang, et al.
Published: (2025)

ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents
by: Huo, Dongjie, et al.
Published: (2026)

DeepPersona: A Generative Engine for Scaling Deep Synthetic Personas
by: Wang, Zhen, et al.
Published: (2025)

Manipulating Transformer-Based Models: Controllability, Steerability, and Robust Interventions
by: Alpay, Faruk, et al.
Published: (2025)

GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs
by: Da, Longchao, et al.
Published: (2025)

Project Synapse: A Hierarchical Multi-Agent Framework with Hybrid Memory for Autonomous Resolution of Last-Mile Delivery Disruptions
by: Yadav, Arin Gopalan, et al.
Published: (2026)

Performance Evaluation of Sentiment Analysis on Text and Emoji Data Using End-to-End, Transfer Learning, Distributed and Explainable AI Models
by: Velampalli, Sirisha, et al.
Published: (2025)

Scalable Training of Trustworthy and Energy-Efficient Predictive Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN
by: Pasini, Massimiliano Lupo, et al.
Published: (2024)

Mitigating LLM Hallucinations through Domain-Grounded Tiered Retrieval
by: Haque, Md. Asraful, et al.
Published: (2026)

ART: Adaptive Response Tuning Framework -- A Multi-Agent Tournament-Based Approach to LLM Response Optimization
by: Khan, Omer Jauhar
Published: (2025)

Controlling Long-Horizon Behavior in Language Model Agents with Explicit State Dynamics
by: Subaharan, Sukesh
Published: (2026)

Retrieval-Based Multi-Label Legal Annotation: Extensible, Data-Efficient and Hallucination-Free
by: Zhang, Li, et al.
Published: (2026)

Multi-Agent Object Detection Framework Based on Raspberry Pi YOLO Detector and Slack-Ollama Natural Language Interface
by: Kalušev, Vladimir, et al.
Published: (2026)

Enhancing Mathematical Problem Solving in LLMs through Execution-Driven Reasoning Augmentation
by: Basarkar, Aditya, et al.
Published: (2026)

MerNav: A Highly Generalizable Memory-Execute-Review Framework for Zero-Shot Object Goal Navigation
by: Qi, Dekang, et al.
Published: (2026)

Semantic Modeling for World-Centered Architectures
by: Mantsivoda, Andrei, et al.
Published: (2026)

TRIZ Agents: A Multi-Agent LLM Approach for TRIZ-Based Innovation
by: Szczepanik, Kamil, et al.
Published: (2025)

Collaborative LLM Agents for C4 Software Architecture Design Automation
by: Szczepanik, Kamil, et al.
Published: (2025)

FedRot-LoRA: Mitigating Rotational Misalignment in Federated LoRA
by: Zhang, Haoran, et al.
Published: (2026)

D-SMART: Enhancing LLM Dialogue Consistency via Dynamic Structured Memory And Reasoning Tree
by: Lei, Xiang, et al.
Published: (2025)

SocialX: A Modular Platform for Multi-Source Big Data Research in Indonesia
by: Saputra, Muhammad Apriandito Arya, et al.
Published: (2026)

Safe Distributed Control of Multi-Robot Systems with Communication Delays
by: Ballotta, Luca, et al.
Published: (2024)

Towards Robust Retrieval-Augmented Generation Based on Knowledge Graph: A Comparative Analysis
by: Amamou, Hazem, et al.
Published: (2026)

Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design
by: Pepe, Alberto, et al.
Published: (2026)

LTL Verification of Memoryful Neural Agents
by: Hosseini, Mehran, et al.
Published: (2025)

AgentLeak: A Full-Stack Benchmark for Privacy Leakage in Multi-Agent LLM Systems
by: Yagoubi, Faouzi El, et al.
Published: (2026)

PathFormer: A Transformer with 3D Grid Constraints for Digital Twin Robot-Arm Trajectory Generation
by: Alanazi, Ahmed, et al.
Published: (2025)

Multi-Paradigm Agent Interaction in Practice:A Systematic Analysis of Generator-Evaluator, ReAct Loop,and Adversarial Evaluation in the buddyMe Framework
by: Wang, Xiaohua, et al.
Published: (2026)

Harnessing non-adversarial robustness in large language models
by: Zhou, Qinghua, et al.
Published: (2026)

Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids
by: Pasini, Massimiliano Lupo, et al.
Published: (2026)

Adaptive Multi-Stage Patent Claim Generation with Unified Quality Assessment
by: Liang, Chen-Wei, et al.
Published: (2026)

HumanMCP: A Human-Like Query Dataset for Evaluating MCP Tool Retrieval Performance
by: Laddha, Shubh, et al.
Published: (2025)

FedSPU: Personalized Federated Learning for Resource-constrained Devices with Stochastic Parameter Update
by: Niu, Ziru, et al.
Published: (2024)

Judgment2vec: Apply Graph Analytics to Searching and Recommendation of Similar Judgments
by: Shao, Hsuan-Lei
Published: (2024)

Rule Extraction in Machine Learning: Chat Incremental Pattern Constructor
by: Nwokocha, Caleb Princewill
Published: (2022)

CogniLoad: A Synthetic Natural Language Reasoning Benchmark With Tunable Length, Intrinsic Difficulty, and Distractor Density
by: Kaiser, Daniel, et al.
Published: (2025)