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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models AACL 2025
Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning IJCNLP 2025
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs COLING 2025
V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents CVPR 2025
TSGAN: Temporal Social Graph Attention Network for Aggressive Behavior Forecasting AAAI 2025
ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems CVPR 2025
VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction EMNLP 2025
Foundations of Multi-Agent Learning in Dynamic Environments: Where Reinforcement Learning Meets Strategic Decision-Making AAAI 2025
Inefficiencies of Meta Agents for Agent Design EMNLP 2025
One is Plenty: A Polymorphic Feature Interpreter for Immutable Heterogeneous Collaborative Perception CVPR 2025
Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework AAAI 2025
Is There No Such Thing as a Bad Question? H4R: HalluciBot for Ratiocination, Rewriting, Ranking, and Routing AAAI 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks AAAI 2025
CVE-LLM: Ontology-Assisted Automatic Vulnerability Evaluation Using Large Language Models AAAI 2025
PokerBench: Training Large Language Models to Become Professional Poker Players AAAI 2025
Generative Reviewer Agents: Scalable Simulacra of Peer Review EMNLP 2025
AttributeForge: An Agentic LLM Framework for Automated Product Schema Modeling EMNLP 2025
MAC-Ego3D: Multi-Agent Gaussian Consensus for Real-Time Collaborative Ego-Motion and Photorealistic 3D Reconstruction CVPR 2025
Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics EMNLP 2025
SheffieldGATE at SemEval-2025 Task 2: Multi-Stage Reasoning with Knowledge Fusion for Entity Translation ACL 2025
DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding EMNLP 2025
Sequential Order Adjustment of Action Decisions for Multi-Agent Transformer (Student Abstract) AAAI 2025
TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering EMNLP 2025
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements EMNLP 2025
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging EMNLP 2025