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@@ -183,19 +183,7 @@ The best value is shown in **bold**, the second-best value is <ins>underlined</i
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  ## Limitations
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  - **Prototype only**: Intended as a first approach, not a production-ready solution.
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- - **Dataset constraints**: Current evaluation is limited to cases where an answer fits in a single bounding box. Answers requiring reasoning over multiple regions or not fully captured by OCR cannot be properly evaluated.
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-
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- ## Citation
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- To cite this model in your research, please use:
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- ```
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- bibtex@misc{docexplainer2025,
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- title={Towards Reliable and Interpretable Document Question Answering via VLMs},
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- author={[Your Name]},
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- year={2025},
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- url={}
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- }
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- ```
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-
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  ## Limitations
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  - **Prototype only**: Intended as a first approach, not a production-ready solution.
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+ - **Dataset constraints**: Current evaluation is limited to cases where an answer fits in a single bounding box. Answers requiring reasoning over multiple regions or not fully captured by OCR cannot be properly
 
 
 
 
 
 
 
 
 
 
 
 
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