most citedAECBench: A Hierarchical Benchmark for Knowledge Evaluation of Large Language Models in the AEC Field

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cs.LG2026

Every Response Counts: Quantifying Uncertainty of LLM-based Multi-Agent Systems through Tensor Decomposition

Tiejin Chen, Huaiyuan Yao, Jia Chen +2

While Large Language Model-based Multi-Agent Systems (MAS) consistently outperform single-agent systems on complex tasks, their intricate interactions introduce critical reliabilit…