# Shih 2025: Reasoning Over the Glyphs: Evaluation of LLM's Decipherment of Rare Scripts

> Yu-Fei Shih, Zheng-Lin Lin, Shu-Kai Hsieh, 2025. 1 records on Mysteries Department cite it. Listed in the bibliography of the methods survey on emerging…

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# Reasoning Over the Glyphs: Evaluation of LLM's Decipherment of Rare Scripts

Yu-Fei Shih, Zheng-Lin Lin, Shu-Kai Hsieh, 2025. _arXiv_.

An arXiv preprint evaluating how well large language models reason through the decipherment of rare scripts.

**Voynich Manuscript** PreprintChecked against the original0

## What it's used for here

Listed in the bibliography of the methods survey on emerging methods.

## Cited by on this site 1 record

[1 methods surveys]

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## Cite it

```
Shih, Y. F., Lin, Z. L., & Hsieh, S. K. (2025). Reasoning Over the Glyphs: Evaluation of LLM's Decipherment of Rare Scripts. arXiv. https://arxiv.org/abs/2501.17785
```

[Read it free at arxiv.org](https://arxiv.org/abs/2501.17785)[PDF stored here · 7 pages](https://mysteriesdept.com/sources/SRC0D8MSYC8195K/reasoning-over-the-glyphs-evaluation-of-llms-decipherment-of/pdf)

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**SRC** 0D8MSYC8195K

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Preprint

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