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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Multi-Document Event Extraction Using Large and Small Language Models EMNLP 2025
Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems AAAI 2025
REM: A Scalable Reinforced Multi-Expert Framework for Multiplex Influence Maximization AAAI 2025
A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025
RxLens: Multi-Agent LLM-powered Scan and Order for Pharmacy NAACL 2025
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence EMNLP 2025
UIOrchestra: Generating High-Fidelity Code from UI Designs with a Multi-agent System EMNLP 2025
Realizing AI for Impact: Towards Participatory Human-AI Collaboration for Water Conservation and Reproductive Health AAAI 2025
Explanations for Multi-Agent Reinforcement Learning AAAI 2025
Sequential Order Adjustment of Action Decisions for Multi-Agent Transformer (Student Abstract) AAAI 2025
Creativity in LLM-based Multi-Agent Systems: A Survey EMNLP 2025
Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions EMNLP 2025
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning EMNLP 2025
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning EMNLP 2025
MALLM: Multi-Agent Large Language Models Framework EMNLP 2025
Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation COLING 2025
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements EMNLP 2025
Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics EMNLP 2025
Augmenting Multi-Agent Communication with State Delta Trajectory EMNLP 2025
MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations EMNLP 2025
AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems EMNLP 2025
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025
MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models EMNLP 2025
DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding EMNLP 2025
Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems AAAI 2025