Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
Paper • 2605.14892 • Published • 50
JieMa
JamesMile
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authored a paper about 1 month ago
AERO: Autonomous Evolutionary Reasoning Optimization via Endogenous Dual-Loop Feedback authored a paper about 1 month ago
Plan before Solving: Problem-Aware Strategy Routing for Mathematical Reasoning with LLMs authored a paper about 1 month ago
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent SystemsOrganizations
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upvoted a paper about 1 year ago
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papers over 1 year ago
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
Paper • 2404.12020 • Published • 1
Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models
Paper • 2409.03155 • Published • 2
Robust Visual Question Answering: Datasets, Methods, and Future Challenges
Paper • 2307.11471 • Published • 1
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal Reasoning
Paper • 2504.00487 • Published • 18