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Merged
VinodAnbalagan merged 1 commit into from
Oct 23, 2026
Merged

Link the arXiv paper from the Space, dashboard and dataset card #10

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2 changes: 2 additions & 0 deletions dashboard/README.md
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# Cultural Riddles: results dashboard

Paper: [CulturalRiddles: A Multicultural Benchmark of Riddles](https://arxiv.org/abs/2610.29968)

The dashboard is one static HTML page with Plotly loaded from a CDN. It shows
which model solved which riddle, the leaderboard with each model's spread across
communities, a model-by-community grid, a page for each community, geography
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2 changes: 1 addition & 1 deletion dashboard/build_static.py
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LINKS = {
"play": "https://culturalriddles.ai/",
"paper": "",
"paper": "https://arxiv.org/abs/2610.29968",
"dataset": "https://huggingface.co/datasets/CohereLabsCommunity/CulturalRiddles",
"code": "https://github.com/Cohere-Labs-Community/CulturalRiddles",
}
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19 changes: 18 additions & 1 deletion submissions/dataset_card.py
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REPO_URL = "https://github.com/Cohere-Labs-Community/CulturalRiddles"
DASHBOARD_URL = "https://huggingface.co/spaces/CohereLabsCommunity/CulturalRiddles"
PLAY_URL = "https://culturalriddles.ai/"
PAPER_URL = "https://arxiv.org/abs/2610.29968"

# Published table -> file inside the bundle. The riddles table stays the default.
TABLES = {
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# Cultural Riddles

**Explore the results:** [dashboard]({DASHBOARD_URL}) · **Play:** [try the riddles yourself]({PLAY_URL}) · **Code:** [{REPO_URL.removeprefix("https://")}]({REPO_URL})
**Paper:** [arXiv:2610.29968]({PAPER_URL}) · **Explore the results:** [dashboard]({DASHBOARD_URL}) · **Play:** [try the riddles yourself]({PLAY_URL}) · **Code:** [{REPO_URL.removeprefix("https://")}]({REPO_URL})

A community-built benchmark of original cultural riddles from **{len(communities)} communities across {len(languages)} languages and {countries} countries**, written by {writers} native speakers. Each riddle describes something without naming it, so answering it takes cultural knowledge, not translation or web search. A native speaker recognises the answer at once; a model succeeds only if it carries that culture's knowledge.

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## Citation

If you use this dataset, please cite the paper:

```bibtex
@misc{{nguyen2026culturalriddles,
title = {{CulturalRiddles: A Multicultural Benchmark of Riddles}},
author = {{Nguyen, My Chiffon and Hu, Tianyi and Anbalagan, Vinod and Gagnier, Henry and Sadeghi, Pouya and others}},
year = {{2026}},
eprint = {{2610.29968}},
archivePrefix = {{arXiv}},
primaryClass = {{cs.CL}},
url = {{{PAPER_URL}}}
}}
```

To cite the dataset release itself:

```bibtex
@misc{{cultural_riddles_2026,
title = {{Cultural Riddles}},
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