0
What Lies Beneath: Statistical Structure in Voynichese Revealed by Transformers
quimqu, 2025. The Voynich Ninja (forum).
A 2025 Voynich Ninja thread by the user quimqu reporting statistical structure in Voynichese found with transformer models.
What it's used for here
The emerging-methods survey cites it as one of two forum projects that trained small character-level GPT models on the EVA transliteration.
Cited by on this site 1 record
1 methods surveys
SRCMathematics
Cite it
quimqu (2025). What Lies Beneath: Statistical Structure in Voynichese Revealed by Transformers. The Voynich Ninja (forum). https://www.voynich.ninja/thread-4744.html
@misc{quimqu2025what,
author = {quimqu},
title = {What Lies Beneath: Statistical Structure in Voynichese Revealed by Transformers},
howpublished = {The Voynich Ninja (forum)},
year = {2025},
url = {https://www.voynich.ninja/thread-4744.html}
}TY - ELEC TI - What Lies Beneath: Statistical Structure in Voynichese Revealed by Transformers AU - quimqu PY - 2025 JO - The Voynich Ninja (forum) UR - https://www.voynich.ninja/thread-4744.html ER -
. “What Lies Beneath: Statistical Structure in Voynichese Revealed by Transformers.” The Voynich Ninja (forum) (2025).