Multi-Agent Systems

Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem COLING 2025 CrowdAgent: Multi-Agent Managed Multi-Source Annotation System EMNLP 2025 CtD: Composition through Decomposition in Emergent Communication ICLR 2025 CtrlNews: LLM-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field EMNLP 2025 Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems ICLR 2025 CVE-LLM: Ontology-Assisted Automatic Vulnerability Evaluation Using Large Language Models AAAI 2025 Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models ICLR 2025 DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models EMNLP 2025 DASR: Distributed Adaptive Scene Recognition - A Multi-Agent Cloud-Edge Framework for Language-Guided Scene Detection EMNLP 2025 Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents EMNLP 2025 David vs. Goliath: Cost-Efficient Financial QA via Cascaded Multi-Agent Reasoning EMNLP 2025 DCHM: Dynamic Collaboration of Heterogeneous Models Through Isomerism Learning in a Blockchain-Powered Federated Learning Framework AAAI 2025 DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025 Debate4MATH: Multi-Agent Debate for Fine-Grained Reasoning in Math ACL 2025 DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation ACL 2025 Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction NAACL 2025 Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement ACL 2025 Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models EMNLP 2025 Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation COLING 2025 DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025 Debating for Better Reasoning in Vision-Language Models EMNLP 2025 DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics EMNLP 2025 Decentralized Convergence to Equilibrium Prices in Trading Networks AAAI 2025 Decentralized Online Learning by Selfish Agents in Coalition Formation IJCAI 2025 Decision Making in Changing Environments: Robustness, Query-Based Learning, and Differential Privacy COLT 2025