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Excited to share that our paper has been accepted to ICML 2026! šŸŽ‰ šŸ“„ Paper: arxiv.org/abs/2505.11556 šŸ“Š Benchmark: huggingface.co/datasets/Yux... #ICML
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arxiv.org
Multi-agent systems built on large language models (LLMs) are expected to enhance decision-making by pooling distributed information, yet systematically evaluating this capability has remained challen...
Systematic Failures in Collective Reasoning under Distributed Information in Multi-Agent LLMs
Yuxuan Li