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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Search Swarm: Multiagent Large Language Models Framework for E-commerce Product Search IJCAI 2025
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems EMNLP 2025
SandboxSocial: A Sandbox for Social Media Using Multimodal AI Agents IJCAI 2025
DiplomacyAgent: Do LLMs Balance Interests and Ethical Principles in International Events? EMNLP 2025
PAARS: Persona Aligned Agentic Retail Shoppers ACL 2025
1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning ACL 2025
Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration EMNLP 2025
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant EMNLP 2025
Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty EMNLP 2025
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles EMNLP 2025
A Logic of General Attention Using Edge-Conditioned Event Models IJCAI 2025
A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025
A Multi-Granularity Clustering Approach for Federated Backdoor Defense with the Adam Optimizer IJCAI 2025
End-to-End Autonomous Driving Through V2X Cooperation AAAI 2025
A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025
DASR: Distributed Adaptive Scene Recognition - A Multi-Agent Cloud-Edge Framework for Language-Guided Scene Detection EMNLP 2025
Generative Agents for Multimodal Controversy Detection IJCAI 2025
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025
DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions AAAI 2025
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System EMNLP 2025
Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025
Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents EMNLP 2025
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025
Argument-based Multi-Issue Negotiation IJCAI 2025
LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025