How to cite Bayanat Labs open releases
Use the concept DOI to cite a release across all its versions, and the version DOI when your results depend on one exact version.
Every release page on Bayanat Labs Open has a ready citation, BibTeX and, where one exists, a link to the repository's CITATION.cff file. This page explains which identifier to use and lists the citations for every current release.
Which DOI to use
- Concept DOI. Points to the latest version of a release and to all earlier ones. Use it when you refer to the release in general.
- Version DOI. Points to one exact version. Use it when your numbers depend on that version, for example a benchmark score.
- No DOI. Some releases, such as guides, are web pages without a DOI. Cite the page address and the date you read it.
Attribution under CC BY 4.0
Most of our data, results and guides are licensed CC BY 4.0. When you reuse them, credit Bayanat Labs with the attribution line shown on the release page, link to the licence, and say whether you changed anything. Code is licensed Apache-2.0; keep its licence and notice files. The Bayanat Labs name and logo are not licensed.
Citations for current releases
Bayanat Labs LabelBench
Bayanat Labs Research (2026). Arabic Annotation Is Not Binary: LabelBench, a Reproducible Audit of Automated Data Labeling. Bayanat Labs, Technical report v0.1. https://www.bayanatlabs.com/research/labelbench
Bayanat Labs Research (2026). LabelBench (v0.1.1) [Software]. Zenodo. https://doi.org/10.5281/zenodo.23355785
concept DOI 10.5281/zenodo.23355784, version DOI 10.5281/zenodo.23355785. CITATION.cff.
Bayanat Labs Arabic Agent Reliability Lab
Bayanat Labs (2026). Arabic Agent Reliability Lab (v0.2.0) [Software]. Zenodo. https://doi.org/10.5281/zenodo.23355783
concept DOI 10.5281/zenodo.23355782, version DOI 10.5281/zenodo.23355783. CITATION.cff.
Bayanat Labs Arabic Retrieval Starter Kit
Bayanat Labs (2026). Arabic Retrieval Starter Kit (v0.1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23355781
concept DOI 10.5281/zenodo.23355780, version DOI 10.5281/zenodo.23355781. CITATION.cff.
Bayanat Labs Arabic Annotation Guidelines Template
Bayanat Labs Research (2026). Arabic Annotation Guidelines: A Free Template for Dialect, Diacritics and Arabizi. Bayanat Labs. https://www.bayanatlabs.com/insights/arabic-annotation-guidelines-template
No DOI: cite the page URL and the date you read it.
Bayanat Labs Open-Programme Policy and Operating Manual
Bayanat Labs (2026). Bayanat Labs open policies, version 1.0.1. Bayanat Labs. https://github.com/Bayanat-Labs/open-policies
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs Dataset Template and Release Kit
Bayanat Labs (2026). Bayanat Labs dataset template and release standard, version 0.1.0. Bayanat Labs. https://github.com/Bayanat-Labs/dataset-template
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs Arabic Text Normalizer (arabic-normalize)
Bayanat Labs (2026). arabic-normalize: Arabic text normalisation with named, versioned policies, version 0.1.0. Bayanat Labs. https://github.com/Bayanat-Labs/arabic-normalize
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs Contributor Consent Templates
Bayanat Labs (2026). Bayanat Labs contributor consent templates, version 1.0. Bayanat Labs. https://github.com/Bayanat-Labs/consent-templates
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs ArabicWER: Arabic WER and CER Scorer
Bayanat Labs (2026). arabicwer: Arabic WER and CER under named, versioned normalisation policies, version 0.1.0. Bayanat Labs. https://github.com/Bayanat-Labs/arabicwer
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs Arabic Unicode Conformance Suite
Bayanat Labs (2026). Arabic Unicode Conformance Suite, version 0.1.0. Bayanat Labs. https://huggingface.co/datasets/Bayanat-Labs/arabic-unicode-conformance
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs GCC Format Validators and Arabic ITN/TN Test Pairs
Bayanat Labs (2026). GCC Format Validators and Arabic ITN/TN Test Pairs, version 0.1.0. Bayanat Labs. https://huggingface.co/datasets/Bayanat-Labs/gcc-format-validators
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs Arabic Document Atlas
Bayanat Labs (2026). Arabic Document Atlas, v0.3.0. Bayanat Labs. https://www.bayanatlabs.com/open/arabic-document-atlas
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs Arabic PII Pack for Presidio
Bayanat Labs (2026). arabic-pii-pack: Arabic and Gulf personal-data recognisers and redaction for Microsoft Presidio, version 0.1.0. Bayanat Labs. https://github.com/Bayanat-Labs/arabic-pii-pack
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs Arabic Token-Tax Index
Bayanat Labs (2026). Arabic Token-Tax Index, version 0.1.0 (run 2026-10-16). Bayanat Labs. https://huggingface.co/datasets/Bayanat-Labs/arabic-token-tax-index
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs Arabic ASR Channel Pairs
Bayanat Labs (2026). Arabic ASR Channel Pairs, version 0.1.0. Bayanat Labs. https://huggingface.co/datasets/Bayanat-Labs/arabic-asr-channel-pairs
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs Dataset Licence Compatibility Checker
Bayanat Labs (2026). Dataset Licence Compatibility Checker (license-check), version 0.1.0, rules version 2026.10.19. Bayanat Labs. https://github.com/Bayanat-Labs/license-check
No DOI: cite the page URL and the date you read it. CITATION.cff.
Bayanat Labs Arabic AI Model Tracker
Bayanat Labs (2026). Bayanat Labs Arabic AI Model Tracker, version 0.1.0 (as of 2026-10-19). Bayanat Labs. https://huggingface.co/datasets/Bayanat-Labs/arabic-ai-model-tracker
No DOI: cite the page URL and the date you read it. CITATION.cff.
Questions
For citation questions or a correction, email hello@bayanatlabs.com.