From Knowledge to Inference: Formalizing Specialized Public Health Reasoning on GlobalHealthAtlas 事件

From Knowledge to Inference: Formalizing Specialized Public Health Reasoning on GlobalHealthAtlas arXiv:2602.00491v2 Announce Type: replace Abstract: Public health reasoning requires population level inference grounded in scientific evidence, expert consensus, and safety constraints. However, it remains underexplored as a structured machine learning problem with limited supervised signals and benchmarks. We introduce GlobalHealthAtlas, a large scale multilingual dataset of 280,210 instances spa