Cover Image

RAGulating Compliance: A Multi-Agent Knowledge Graph for Regulatory QA

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Agarwal, Bhavik, Jomraj, Hemant Sunil, Kaplunov, Simone, Krolick, Jack, Rojkova, Viktoria
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence
by: Agarwal, Bhavik, et al.
Published: (2025)

From Paper to Structured JSON: An Agentic Workflow for Compliant BMR Digital Transformation
by: Agarwal, Bhavik, et al.
Published: (2025)

GraphCompliance: Aligning Policy and Context Graphs for LLM-Based Regulatory Compliance
by: Chung, Jiseong, et al.
Published: (2025)

ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA
by: Zhao, Xinjie, et al.
Published: (2025)

KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA
by: Su, Xiaorui, et al.
Published: (2024)

From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance Process
by: Kim, Jaewoong, et al.
Published: (2024)

Knowledge Graph Representations for LLM-Based Policy Compliance Reasoning
by: Baldwin, Wilder, et al.
Published: (2026)

DTKG: Dual-Track Knowledge Graph-Verified Reasoning Framework for Multi-Hop QA
by: Wang, Changhao, et al.
Published: (2025)

Explicating Tacit Regulatory Knowledge from LLMs to Auto-Formalize Requirements for Compliance Test Case Generation
by: Xue, Zhiyi, et al.
Published: (2026)

FinReflectKG -- MultiHop: Financial QA Benchmark for Reasoning with Knowledge Graph Evidence
by: Arun, Abhinav, et al.
Published: (2025)

RegGuard: AI-Powered Retrieval-Enhanced Assistant for Pharmaceutical Regulatory Compliance
by: Yang, Siyuan, et al.
Published: (2026)

Advancing Risk and Quality Assurance: A RAG Chatbot for Improved Regulatory Compliance
by: Hillebrand, Lars, et al.
Published: (2025)

Regulatory Graphs and GenAI for Real-Time Transaction Monitoring and Compliance Explanation in Banking
by: Khanvilkar, Kunal, et al.
Published: (2025)

Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing
by: Yuan, Li, et al.
Published: (2025)

Zep: A Temporal Knowledge Graph Architecture for Agent Memory
by: Rasmussen, Preston, et al.
Published: (2025)

Citation-Closure Retrieval and Per-Rule Attribution for Real-World Regulatory Compliance Question Answering
by: Ju, Yeong-Joon, et al.
Published: (2026)

Knowledge-guided Continual Learning for Behavioral Analytics Systems
by: Senarath, Yasas, et al.
Published: (2025)

Developing Assurance Cases for Adversarial Robustness and Regulatory Compliance in LLMs
by: Momcilovic, Tomas Bueno, et al.
Published: (2024)

MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs
by: Yang, Ruiyi, et al.
Published: (2026)

FlowAgent: Achieving Compliance and Flexibility for Workflow Agents
by: Shi, Yuchen, et al.
Published: (2025)

Deontic Knowledge Graphs for Privacy Compliance in Multimodal Disaster Data Sharing
by: Echenim, Kelvin Uzoma, et al.
Published: (2026)

LDP: An Identity-Aware Protocol for Multi-Agent LLM Systems
by: Prakash, Sunil
Published: (2026)

A Multi-Agent System for Semantic Mapping of Relational Data to Knowledge Graphs
by: Trajanoska, Milena, et al.
Published: (2025)

Dissecting Bias in LLMs: A Mechanistic Interpretability Perspective
by: Chandna, Bhavik, et al.
Published: (2025)

KGQuest: Template-Driven QA Generation from Knowledge Graphs with LLM-Based Refinement
by: Nayab, Sania, et al.
Published: (2025)

From Reactive to Proactive: A Multi-Regulatory Empirical Analysis of 480 AI Incidents and a Data-Driven Governance Compliance Framework
by: Mumtaz, Ummara, et al.
Published: (2026)

Synthetic Data, Similarity-based Privacy Metrics, and Regulatory (Non-)Compliance
by: Ganev, Georgi
Published: (2024)

Enabling Regulatory Multi-Agent Collaboration: Architecture, Challenges, and Solutions
by: Hu, Qinnan, et al.
Published: (2025)

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration
by: Ding, Keyan, et al.
Published: (2025)

MedSpeak: A Knowledge Graph-Aided ASR Error Correction Framework for Spoken Medical QA
by: Song, Yutong, et al.
Published: (2026)

Standardizing Intelligence: Aligning Generative AI for Regulatory and Operational Compliance
by: Imperial, Joseph Marvin, et al.
Published: (2025)

Arming Data Agents with Tribal Knowledge
by: Agarwal, Shubham, et al.
Published: (2026)

Regulatory Markets: The Future of AI Governance
by: Hadfield, Gillian K., et al.
Published: (2023)

Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models
by: Berger, Armin, et al.
Published: (2025)

From Single to Multi-Agent Reasoning: Advancing GeneGPT for Genomics QA
by: Abedini, Kimia, et al.
Published: (2026)

A Knowledge-Graph Translation Layer for Mission-Aware Multi-Agent Path Planning in Spatiotemporal Dynamics
by: Holmberg, Edward, et al.
Published: (2025)

Towards Open-World Retrieval-Augmented Generation on Knowledge Graph: A Multi-Agent Collaboration Framework
by: Xu, Jiasheng, et al.
Published: (2025)

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

Clinical QA 2.0: Multi-Task Learning for Answer Extraction and Categorization
by: Pattnayak, Priyaranjan, et al.
Published: (2025)

AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM Chatbots
by: Zhao, Xinjie, et al.
Published: (2025)