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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL COLING 2025
Collaborative Document Simplification Using Multi-Agent Systems COLING 2025
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem COLING 2025
ALYMPICS: LLM Agents Meet Game Theory COLING 2025
Online Prompt Selection for Program Synthesis AAAI 2025
Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation COLING 2025
Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation COLING 2025
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models NAACL 2025
Orpheus: Engineering Multiagent Systems via Communicating Agents AAAI 2025
Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration AAAI 2025
LLM-Based Explicit Models of Opponents for Multi-Agent Games NAACL 2025
Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation NAACL 2025
Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection AAAI 2025
M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind AAAI 2025
Debate4MATH: Multi-Agent Debate for Fine-Grained Reasoning in Math ACL 2025
Harmonious Minds: Benchmarking Intertwined Reasoning of Human Personality and Musical Preference IJCNLP 2025
The Power of Many: Multi-Agent Multimodal Models for Cultural Image Captioning NAACL 2025
SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search NAACL 2025
Improving Large Vision and Language Models by Learning from a Panel of Peers ICCV 2025
Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction NAACL 2025
Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025
RESCUE: Crowd Evacuation Simulation via Controlling SDM-United Characters ICCV 2025
AnyBimanual: Transferring Unimanual Policy for General Bimanual Manipulation ICCV 2025
SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration AAAI 2025