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MathDoc: Benchmarking Structured Extraction and Active Refusal on Noisy Mathematics Exam Papers. - Chenyue Zhou; Jiayi Tuo; Shitong Qin; Wei Dai 015; Mingxuan Wang; Ziwei Zhao; Duoyang Li; Shiyang Su; Yanxi Lu; Yanbiao Ma (CoRR, 2026)