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@@ -28,6 +28,8 @@ vision-language models** on a 255-figure subset, run twice: once on the clean
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  figures and once on the same figures artificially aged to look like a scanned
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  page from a mid-century journal.
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  ---
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@@ -478,7 +480,8 @@ If you use this dataset, please reference the WASP 2026 paper:
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  author = {Naiman, J. P.},
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  booktitle = {The 4th Annual Workshop for Artificial Intelligence for Scientific Publications (WASP) 2026, International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)},
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  year = {2026},
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- url = {https://openreview.net/forum?id=Y5pppSPFD0}
 
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  }
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  ```
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  figures and once on the same figures artificially aged to look like a scanned
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  page from a mid-century journal.
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+ Paper accepted to WASP 2026, [arxiv version](https://arxiv.org/abs/2610.22474).
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+
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  ---
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  author = {Naiman, J. P.},
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  booktitle = {The 4th Annual Workshop for Artificial Intelligence for Scientific Publications (WASP) 2026, International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL)},
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  year = {2026},
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+ url = {https://openreview.net/forum?id=Y5pppSPFD0},
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+ arxiv = {https://arxiv.org/abs/2610.22474}
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  }
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  ```
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