Multi-Agent Systems

LegalSim: Multi-Agent Simulation of Legal Systems for Discovering Procedural Exploits EMNLP 2025 Leveraging Large Language Models for Active Merchant Non-player Characters IJCAI 2025 LICO: Large Language Models for In-Context Molecular Optimization ICLR 2025 LiveNet: Robust, Minimally Invasive Multi-Robot Control for Safe and Live Navigation in Constrained Environments L4DC 2025 LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025 LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring EMNLP 2025 LLM Agents for Coordinating Multi-User Information Gathering ACL 2025 LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators EMNLP 2025 LLM Agents Making Agent Tools ACL 2025 LLM-Assisted Semantically Diverse Teammate Generation for Efficient Multi-agent Coordination ICML 2025 LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025 LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience EMNLP 2025 LLM-Based Explicit Models of Opponents for Multi-Agent Games NAACL 2025 LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025 LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models NAACL 2025 LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025 LLMs as annotators of argumentation EMNLP 2025 LLMs Can Simulate Standardized Patients via Agent Coevolution ACL 2025 LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts EMNLP 2025 LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation ACL 2025 LNS2+RL: Combining Multi-agent Reinforcement Learning with Large Neighborhood Search in Multi-agent Path Finding AAAI 2025 Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System ACL 2025 Long-term Traffic Simulation with Interleaved Autoregressive Motion and Scenario Generation ICCV 2025 LRPLAN: A Multi-Agent Collaboration of Large Language and Reasoning Models for Planning with Implicit & Explicit Constraints EMNLP 2025 LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents ICCV 2025