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Evidence Attribution in Visual Document Understanding without Coordinates or Region Labels
arXiv cs.AI · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- Researchers show that vision-language models can attribute document answers to evidence through text quotes instead of coordinate bounding boxes, reducing hallucination.
- 为何重要
- Engineers building document understanding systems should care when accuracy and explainability matter more than coordinate precision for production systems.
- 注意
- The method relies on a layout parser to locate quoted regions, introducing a dependency that may fail on complex or poorly formatted documents.
收听本摘要
- language model
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