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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

CriticalBrew at CQs-Gen 2025: Collaborative Multi-Agent Generation and Evaluation of Critical Questions for Arguments ACL 2025

Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025

SkillAggregation: Reference-free LLM-Dependent Aggregation ACL 2025

My Words Imply Your Opinion: Reader Agent-Based Propagation Enhancement for Personalized Implicit Emotion Analysis ACL 2025

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow ACL 2025

Debate4MATH: Multi-Agent Debate for Fine-Grained Reasoning in Math ACL 2025

Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL ACL 2025

1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning ACL 2025

PAARS: Persona Aligned Agentic Retail Shoppers ACL 2025

MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL COLING 2025

HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation EMNLP 2025

Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant EMNLP 2025

MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization EMNLP 2025

Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty EMNLP 2025

Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions EMNLP 2025

MARIO-0.5B: A Multi-Agent Lightweight Model for Real-Time Open Information Extraction in Low-Resource Settings EMNLP 2025

DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback EMNLP 2025

CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks EMNLP 2025

Debating for Better Reasoning in Vision-Language Models EMNLP 2025

KELE: A Multi-Agent Framework for Structured Socratic Teaching with Large Language Models EMNLP 2025

MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures - A Comprehensive Framework EMNLP 2025

Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based LLM-as-Judge EMNLP 2025

SEE: Continual Fine-tuning with Sequential Ensemble of Experts ACL 2025

Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis EMNLP 2025

Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective IJCNLP 2025