Multi-Agent Systems

AgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents ACL 2025 AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration ACL 2025 AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration EMNLP 2025 AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis EMNLP 2025 AgentMixer: Multi-Agent Correlated Policy Factorization AAAI 2025 Agent-Oriented Planning in Multi-Agent Systems ICLR 2025 AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios NAACL 2025 Agents generalize to novel levels of abstraction by using adaptive linguistic strategies ACL 2025 Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks ACL 2025 Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models EMNLP 2025 Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents EMNLP 2025 AI4Reading: Chinese Audiobook Interpretation System Based on Multi-Agent Collaboration ACL 2025 AID: Adaptive Integration of Detectors for Safe AI with Language Models NAACL 2025 AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator COLING 2025 AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems EMNLP 2025 AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models COLING 2025 A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025 A Layered Debating Multi-Agent System for Similar Disease Diagnosis NAACL 2025 Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition EMNLP 2025 A Logic of General Attention Using Edge-Conditioned Event Models IJCAI 2025 AlphaBorno at BLP-2025 Task 2: Code Generation with Structured Prompts and Execution Feedback AACL 2025 ALYMPICS: LLM Agents Meet Game Theory COLING 2025 AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation EMNLP 2025 AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025 A Modal Logic for Joint Abilities of Structured Strategies with Bounded Complexity AAAI 2025