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Multi-Agent Systems

62 directly classified papers

Papers per year

Papers

MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents ACL 2025
M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025
Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis EMNLP 2025
SlackAgents: Scalable Collaboration of AI Agents in Workspaces EMNLP 2025
Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025
NetSafe: Exploring the Topological Safety of Multi-agent System ACL 2025
DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation ACL 2025
A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions ACL 2025
MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025
LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025
Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning ACL 2025
Gradient-Guided Credit Assignment and Joint Optimization for Dependency-Aware Spatial Crowdsourcing AAAI 2025
Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-based Multi-Agent Cooperative Scenarios AAAI 2025
MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at Scale AAAI 2025
An Open-Ended Learning Framework for Opponent Modeling AAAI 2025
LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025
Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems ACL 2025
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models NAACL 2025
SocialForge: simulating the social internet to provide realistic training against influence operations ACL 2025
CriticalBrew at CQs-Gen 2025: Collaborative Multi-Agent Generation and Evaluation of Critical Questions for Arguments ACL 2025
Creativity in LLM-based Multi-Agent Systems: A Survey EMNLP 2025
EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025
Neural Amortized Inference for Nested Multi-Agent Reasoning AAAI 2024
Polarization of Autonomous Generative AI Agents Under Echo Chambers ACL 2024
Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving ACL 2024