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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
Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective AACL 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents ICCV 2025
DEIM: DETR with Improved Matching for Fast Convergence CVPR 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition AACL 2025
I2VControl: Disentangled and Unified Video Motion Synthesis Control ICCV 2025
FilmComposer: LLM-Driven Music Production for Silent Film Clips CVPR 2025
NADER: Neural Architecture Design via Multi-Agent Collaboration CVPR 2025
MultiHoax: A Dataset of Multi-hop False-premise questions ACL 2025
ChatMap: Mining Human Thought Processes for Customer Service Chatbots via Multi-Agent Collaboration ACL 2025
Paid with Models: Optimal Contract Design for Collaborative Machine Learning AAAI 2025
Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration AACL 2025
MAJI: A Multi-Agent Workflow for Augmenting Journalistic Interviews AACL 2025
Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025
ContextAware: A Multi-Agent Framework for Detecting Harmful Image-Based Comments on Social Media IJCAI 2025
Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery ACL 2025
Observing Micromotives and Macrobehavior of Large Language Models AACL 2025
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025
SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search NAACL 2025
Resonance: Learning to Predict Social-Aware Pedestrian Trajectories as Co-Vibrations ICCV 2025
Asymptotic Extinction in Large Coordination Games AAAI 2025
Federated Assemblies AAAI 2025
A Decoupled Multi-Agent Framework for Complex Text Style Transfer EMNLP 2025
EventFull: Complete and Consistent Event Relation Annotation NAACL 2025
Investigating Feasibility of Large Language Model Agent Collaboration in Minecraft and Comparison with Human-Human Collaboration AACL 2025