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News/SAGE: From Direct Answering to Evidence-Grounded Inference for Chinese Ancient Document Understanding
arxiv
PublishedAugust 27, 2026 at 4:00 AM

SAGE: From Direct Answering to Evidence-Grounded Inference for Chinese Ancient Document Understanding

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arXiv:2608.24011v1 Announce Type: cross Abstract: Chinese ancient document understanding demands complex visual, linguistic, and historical reasoning. Current Large Vision-Language Models (LVLMs) typically rely on an opaque, single-pass generation paradigm, often producing overconfident and weakly g

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