Multi-Agent Systems

Do as We Do, Not as You Think: the Conformity of Large Language Models ICLR 2025 DocAgent: A Multi-Agent System for Automated Code Documentation Generation ACL 2025 DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding EMNLP 2025 Does It Run and Is That Enough? Revisiting Text-to-Chart Generation with a Multi-Agent Approach EMNLP 2025 Dr. Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian EMNLP 2025 Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification COLING 2025 DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving ICCV 2025 DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions AAAI 2025 DualGFL: Federated Learning with a Dual-Level Coalition-Auction Game AAAI 2025 Dual-View Interaction-Aware Lane Change Prediction for Autonomous Driving AAAI 2025 DUET: Decentralized Bilevel Optimization without Lower-Level Strong Convexity ICLR 2025 Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units EMNLP 2025 Dynamic Evaluation with Cognitive Reasoning for Multi-turn Safety of Large Language Models ACL 2025 Dynamic Personality in LLM Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner’s Dilemma ACL 2025 Dynamic Simulation Framework for Disinformation Dissemination and Correction With Social Bots EMNLP 2025 ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 2025 EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation EMNLP 2025 EducationQ: Evaluating LLMs’ Teaching Capabilities Through Multi-Agent Dialogue Framework ACL 2025 EF2X Exists for Four Agents AAAI 2025 Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation AAAI 2025 Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering NAACL 2025 Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching ICLR 2025 EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs COLING 2025 Eliminating Majority Illusion Is Easy AAAI 2025 Emergent Convergence in Multi-Agent LLM Annotation EMNLP 2025