AI RESEARCH
PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models
arXiv CS.CL
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ArXi:2604.12995v1 Announce Type: new Large Language Models (LLMs) are increasingly integrated into real-world decision-making, including in the domain of public policy. Yet, their ability to comprehend and reason about policy-related content remains underexplored. To fill this gap, we present \textbf{\textit{PolicyBench}}, the first large-scale cross-system benchmark (US-China) evaluating policy comprehension, comprising 21K cases across a broad spectrum of policy areas, capturing the diversity and complexity of real-world governance.