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  The MathAccess Dataset is a curated collection of 2,020 mathematical figures paired with descriptions, captions, contextual information, and source metadata. It was created to support research in OCR-free math understanding, math image description generation, and improving accessibility in mathematics education.
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  In this repository, you will find:
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  * the full dataset
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  * the training subset used for (paper link)
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  email contact: rebekapopek@gmail.com
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- ## Citation [optional]
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  <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
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  The MathAccess Dataset is a curated collection of 2,020 mathematical figures paired with descriptions, captions, contextual information, and source metadata. It was created to support research in OCR-free math understanding, math image description generation, and improving accessibility in mathematics education.
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+ > [!IMPORTANT]
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+ > **Citation Requirement:** If you use this dataset (or any of its splits) in your research, presentations, or products, please formally cite our associated arXiv paper. See the [Citation](#citation) section below for BibTeX and APA formats.
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  In this repository, you will find:
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  * the full dataset
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  * the training subset used for (paper link)
 
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  email contact: rebekapopek@gmail.com
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+ ## Citation
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  <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
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