
Mathpix's advanced OCR ability and proprietary markdown language solve many of my problems. As an instructional designer, I often face the difficulty of converting math-heavy PDF or LaTeX documents to an accessible format for our LMS, which is both accessible to screenreaders and also passes automated testing by ALLY or Panorama. I have tried many solutions, but the complexity of these documents means that most of the existing solutions either don't work, or only work on a small subset of documents. Using MathPix to scan and convert documents to MathPix markdown, I can bypass the accessibility challenges and deficiencies of LaTeX itself, and simply convert even the most complex LaTeX document to the simplest markdown while preserving formatting.
My workflow is typically to upload a PDF document, convert it to a Note, edit/correct some elements in the markdown itself, export to Word to add header styles, table headers, and alt text, and then export to PDF again. On some occasions, I use a PDF-to-HTML workflow and import the HTML into the LMS. While some manual correction is inevitable, both of these workflows produce documents that meet almost every standard for Ally and Panorama and correctly render math equations for a screenreader. Review collected by and hosted on G2.com.
I need an ink-to-text solution similar to MathType for creating new documents on phones and tablets. While Mathpix has an app and good ink-to-text abilities on the desktop app, the mobile app has some shortcomings in its ink-to-text abilities. In particular, I cannot adjust the line width of the pen tool. This means the best way to create new documents is with a PC with tablet input abilities, such as a Surface or Lenovo Yoga. However, many faculty members have either a pc or a tablet, which leaves a gap as most ink-to-text tools ironically don't work well on tablets or phones.
Additionally, there are some accessibility gaps in the conversion process, in particular missing table header rows. An automated llm plugin to generate or suggest alt txt/long descriptions for graphics would also be helpful. Review collected by and hosted on G2.com.
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