Author

Mengqi Fang

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Preprint Aug 2026

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

SAGE is an evidence-grounded multi-agent framework that reformulates Chinese ancient document understanding as evidence-grounded inference rather than direct answer generation, highlighting the importance of structured, evidence-grounded inference beyond model scaling.

Yuchuan Wu, Xuan Luo, Yinglian Zhu et al. · 0 citations