conftrace_

multi-agent collaboration

59 papers

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Co-occurring keywords

multi-agent system (1819) large language model (13587) question answering (2963) llm agent (162) graph neural network (3962) multimodal large language model (966) language model (4599) theory of mind (122) agent collaboration (14) small language model (204)

Papers

Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems ACL 2025
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration ACL 2025
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation ACL 2025
Investigating Feasibility of Large Language Model Agent Collaboration in Minecraft and Comparison with Human-Human Collaboration AACL 2025
A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis ACL 2025
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning ACL 2025
Preventing Rogue Agents Improves Multi-Agent Collaboration ACL 2025
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025
Investigating Feasibility of Large Language Model Agent Collaboration in Minecraft and Comparison with Human-Human Collaboration IJCNLP 2025
Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration NAACL 2025
CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness AAAI 2025
AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction EMNLP 2025
AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation EMNLP 2025
DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025
Back to the Future of Integrated Robot Systems AAAI 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents ICCV 2025
Hierarchical Decision Making Based on Structural Information Principles JMLR 2025
Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning ACL 2025
Collaborative Tree Search for Enhancing Embodied Multi-Agent Collaboration CVPR 2025
IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation ACL 2024
TMAK-Plus at SIGHAN-2024 dimABSA Task: Multi-Agent Collaboration for Transparent and Rational Sentiment Analysis ACL 2024
LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP 2024
VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft ACL 2024
WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games NIPS 2024