Preprint
Aug 2026
DocTrace: Towards Traceable Long Document VQA via Hierarchical Evidence Graph Reasoning
This paper proposes DocTrace, a hierarchical framework that progressively performs evidence localization, structured document parsing, and evidence graph reasoning to enable explicit evidence provenance, and develops a two-stage training framework.
Lei Xiang, Zhicheng Guan, Hong Chen et al.
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