← Core AI
Artificial Intelligence › Core AI ›

Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs COLING 2025
Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification COLING 2025
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL COLING 2025
SEK: Self-Explained Keywords Empower Large Language Models for Code Generation ACL 2025
PADO: Personality-induced multi-Agents for Detecting OCEAN in human-generated texts COLING 2025
Bandwidth-Efficient Communication Modelling for Autonomous Vehicle Collaborative Perception WACV 2025
Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection IJCNLP 2025
Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models CVPR 2025
UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection SEMEVAL 2025
Multi-Agent Collaboration via Cross-Team Orchestration ACL 2025
Survey on Strategic Mining in Blockchain: A Reinforcement Learning Approach IJCAI 2025
Explain-Analyze-Generate: A Sequential Multi-Agent Collaboration Method for Complex Reasoning COLING 2025
MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025
LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025
TokenHSI: Unified Synthesis of Physical Human-Scene Interactions through Task Tokenization CVPR 2025
Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules AAAI 2025
Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs IJCNLP 2025
C2KD: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation ACL 2025
Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration IJCNLP 2025
Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation COLING 2025
MAJI: A Multi-Agent Workflow for Augmenting Journalistic Interviews IJCNLP 2025
Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation COLING 2025
FilmComposer: LLM-Driven Music Production for Silent Film Clips CVPR 2025
PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs COLING 2025
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning ACL 2025