Use of LLMs in preparing accessible scientific papers
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arXiv
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| Main Authors: | , , , , , |
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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
| Online Access: | |
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| _version_ | 1866913971218415616 |
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| author | Doami, Allison James, Christine Lu, Dan Prins, Lia Torrence, Annette Veytsman, Boris |
| author_facet | Doami, Allison James, Christine Lu, Dan Prins, Lia Torrence, Annette Veytsman, Boris |
| contents | Making scientific papers accessible may require reprocessing old papers to create output compliant with accessibility standards. An important step there is to convert the visual formatting to the logical one. In this report we describe our attempt at zero shot conversion of arXiv papers. Our results are mixed: while it is possible to do conversion, the reliability is not too good. We discuss alternative approaches to this problem. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2508_00826 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Use of LLMs in preparing accessible scientific papers Doami, Allison James, Christine Lu, Dan Prins, Lia Torrence, Annette Veytsman, Boris Digital Libraries Making scientific papers accessible may require reprocessing old papers to create output compliant with accessibility standards. An important step there is to convert the visual formatting to the logical one. In this report we describe our attempt at zero shot conversion of arXiv papers. Our results are mixed: while it is possible to do conversion, the reliability is not too good. We discuss alternative approaches to this problem. |
| title | Use of LLMs in preparing accessible scientific papers |
| topic | Digital Libraries |
| url | https://arxiv.org/abs/2508.00826 |