Multi-Agent Systems

SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence EMNLP 2025 SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement ICLR 2025 Symmetries-enhanced Multi-Agent Reinforcement Learning L4DC 2025 SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering ICML 2025 Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks AAAI 2025 <SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025 Synthesising Minimum Cost Dynamic Norms IJCAI 2025 Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation ACL 2025 Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics EMNLP 2025 System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning JMLR 2025 Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning ACL 2025 TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering EMNLP 2025 Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025 Teaching Models to Balance Resisting and Accepting Persuasion NAACL 2025 TeamB2B at BLP-2025 Task 2: BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation AACL 2025 Team Conversational AI: Introducing Effervesce NAACL 2025 Temporal Fair Division AAAI 2025 The Automated but Risky Game: Modeling Agent-to-Agent Negotiations and Transactions in Consumer Markets EMNLP 2025 The Bandit Whisperer: Communication Learning for Restless Bandits AAAI 2025 The Cost Perspective of Liquid Democracy: Feasibility and Control AAAI 2025 The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation ACL 2025 The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems EMNLP 2025 Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025 The Partially Observable Off-Switch Game AAAI 2025 The Power of Bullet Lists: A Simple Yet Effective Prompting Approach to Enhancing Spatial Reasoning in Large Language Models NAACL 2025