Artificial Intelligence › Core AI ›

Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025

DiplomacyAgent: Do LLMs Balance Interests and Ethical Principles in International Events? EMNLP 2025

ASTRA: A Negotiation Agent with Adaptive and Strategic Reasoning via Tool-integrated Action for Dynamic Offer Optimization EMNLP 2025

LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts EMNLP 2025

Learning Verified Safe Neural Network Controllers for Multi-Agent Path Finding AAAI 2025

Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025

Bridging Discourse Treebanks with a Unified Rhetorical Structure Parser EMNLP 2025

AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025

ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 2025

LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators EMNLP 2025

Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents EMNLP 2025

A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025

MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025

DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models EMNLP 2025

Robust Native Language Identification through Agentic Decomposition EMNLP 2025

WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025

ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025

Augmenting Multi-Agent Communication with State Delta Trajectory EMNLP 2025

DischargeSim: A Simulation Benchmark for Educational Doctor–Patient Communication at Discharge EMNLP 2025

Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus EMNLP 2025

AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction EMNLP 2025

Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation EMNLP 2025

Can an Individual Manipulate the Collective Decisions of Multi-Agents? EMNLP 2025

Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems EMNLP 2025

DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving ICCV 2025