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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios NAACL 2025
GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025
AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation EMNLP 2025
UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection SEMEVAL 2025
Mixing Inference-time Experts for Enhancing LLM Reasoning EMNLP 2025
Communication Makes Perfect: Persuasion Dataset Construction via Multi-LLM Communication NAACL 2025
Heterogeneous Multi-Robot Graph Coverage with Proximity and Movement Constraints AAAI 2025
Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs IJCNLP 2025
Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration IJCNLP 2025
MAJI: A Multi-Agent Workflow for Augmenting Journalistic Interviews IJCNLP 2025
Investigating Feasibility of Large Language Model Agent Collaboration in Minecraft and Comparison with Human-Human Collaboration IJCNLP 2025
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition IJCNLP 2025
ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models IJCNLP 2025
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning EMNLP 2025
Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions EMNLP 2025
Optimising Spatial Teamwork Under Uncertainty AAAI 2025
Approximate State Abstraction for Markov Games AAAI 2025
CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards EMNLP 2025
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025
TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering EMNLP 2025
Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator COLING 2025
DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025
Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models EMNLP 2025
CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds NAACL 2025