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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions EMNLP 2025
Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models EMNLP 2025
Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction EMNLP 2025
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning EMNLP 2025
DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025
AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis EMNLP 2025
AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems EMNLP 2025
MALLM: Multi-Agent Large Language Models Framework EMNLP 2025
Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025
TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents EMNLP 2025
MASA: LLM-Driven Multi-Agent Systems for Autoformalization EMNLP 2025
EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System EMNLP 2025
Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025
A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025
DASR: Distributed Adaptive Scene Recognition - A Multi-Agent Cloud-Edge Framework for Language-Guided Scene Detection EMNLP 2025
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025
Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025
LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators EMNLP 2025
AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025
<SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025
LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts EMNLP 2025
Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog EMNLP 2025
Joint-Perturbation Simultaneous Pseudo-Gradient IJCAI 2025