# Tiwari 2026: Statistical Structure in Indus Sign Sequences

> Tanishk Tiwari, 2026. 1 records on Mysteries Department cite it. The emerging-methods survey cites it as a recent statistical study of an undeciphered…

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# Statistical Structure in Indus Sign Sequences

Tanishk Tiwari, 2026. _Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities_.

Analyses a corpus of Indus inscriptions with visual clustering of signs, entropy and divergence measures and a neural sequence model. It reports direction-dependent and structured sign sequences that random generation does not easily explain.

**Voynich Manuscript** Articledoi: **[10.18653/v1/2026.nlp4dh-1.28](https://doi.org/10.18653/v1/2026.nlp4dh-1.28)** Checked against the original0

## What it's used for here

The emerging-methods survey cites it as a recent statistical study of an undeciphered script, noting that the abstract gives no baselines.

## Cited by on this site 1 record

[1 methods surveys]

Mathematics

SRC

## Cite it

```
Tiwari, T. (2026). Statistical Structure in Indus Sign Sequences. Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities. https://doi.org/10.18653/v1/2026.nlp4dh-1.28
```

[Read it free at doi.org](https://doi.org/10.18653/v1/2026.nlp4dh-1.28)[PDF stored here · 6 pages](https://mysteriesdept.com/sources/SRC0D8MTA383ZS9/statistical-structure-in-indus-sign-sequences/pdf)

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