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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

The Power of Bullet Lists: A Simple Yet Effective Prompting Approach to Enhancing Spatial Reasoning in Large Language Models NAACL 2025

MAC-Ego3D: Multi-Agent Gaussian Consensus for Real-Time Collaborative Ego-Motion and Photorealistic 3D Reconstruction CVPR 2025

Joint Scoring Rules: Competition Between Agents Avoids Performative Prediction AAAI 2025

A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns ACL 2025

CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective ICCV 2025

UINavBench: A Framework for Comprehensive Evaluation of Interactive Digital Agents ICCV 2025

Sketchtopia: A Dataset and Foundational Agents for Benchmarking Asynchronous Multimodal Communication with Iconic Feedback CVPR 2025

ALYMPICS: LLM Agents Meet Game Theory COLING 2025

Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem COLING 2025

EventFull: Complete and Consistent Event Relation Annotation NAACL 2025

SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search NAACL 2025

The Power of Many: Multi-Agent Multimodal Models for Cultural Image Captioning NAACL 2025

Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration NAACL 2025

Towards Rationality in Language and Multimodal Agents: A Survey NAACL 2025

Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction NAACL 2025

Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement ACL 2025

DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation AAAI 2025

Removal of Hallucination on Hallucination: Debate-Augmented RAG ACL 2025

Eliminating Majority Illusion Is Easy AAAI 2025

Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery ACL 2025

A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts EMNLP 2025

Uniandes at TSAR 2025 Shared Task Multi-Agent CEFR Text Simplification with Automated Quality Assessment and Iterative Refinement EMNLP 2025

Multi-agentMT: Deploying AI Agent in the WMT25 Shared Task EMNLP 2025

Large Language Models Enhanced Personalized Graph Neural Architecture Search in Federated Learning AAAI 2025

A Category-Theoretic Approach to Neural-Symbolic Task Planning with Bidirectional Search EMNLP 2025