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cs.CL2026
LP-Eval: Rubric and Dataset for Measuring the Quality of Legal Proposition Generation
Shanshan Xu, Johan Lindholm, Amogh Raina +2
Legal proposition generation is central to legal reasoning and doctrinal scholarship, yet remain under-examined in Legal NLP. This paper investigates the automatic generation and e…
cs.CL2026
From Knowledge to Inference: Formalizing Specialized Public Health Reasoning on GlobalHealthAtlas
Zhaokun Yan, Shan Xu, Wuzheng Dong +10
Public health reasoning requires population level inference grounded in scientific evidence, expert consensus, and safety constraints. However, it remains underexplored as a struct…