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Update README.md

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@@ -28,8 +28,9 @@ It preserves original documents alongside structured derivatives to enable repro
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  ## Dataset Structure
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- !!! The QA annotations are available as a separate dataset [HERE](https://huggingface.co/datasets/pdfqa/pdfQA-Annotations)
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  This repository follows a strict hierarchical layout:
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  ## Dataset Structure
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+ > ⚠️ The QA annotations are released as a separate Hugging Face dataset:
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+ > https://huggingface.co/datasets/pdfqa/pdfQA-Annotations
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+ > (Dataset ID: `pdfqa/pdfQA-Annotations`)
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  This repository follows a strict hierarchical layout:
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