Datasets
DATASETHugging Face
5/5

Wojood — Arabic Named Entity Recognition Corpus (WojoodFine)

Arabic(ara)TextNERWest Africa
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Dataset Info

Language
Arabic (ara)
Modality
Text
Domain
News/General
Size
550000
Institution
Mustafa Jarrar; Muhammad Abdul-Mageed; Mohammed Khalilia; Nagham Hamad; Alaa Omar (Birzeit University / UBC)
Last Updated
20 May 2026

License & Access

SPDX identifierCC-BY-4.0

Open — attribution required; commercial use allowed.

RedistributionYes

PII RISK

Unknown risk

Full Record

28 of 46 fields stated

Every column the registry tracks. Values marked derivedwere filled by a rule or read from the source's text rather than stated in its metadata; the rule or the quoted sentence is shown under the value.

Registry columns (22/27)

iso code
ara
Dataset name
Wojood — Arabic Named Entity Recognition Corpus (WojoodFine)
Modality
Text
Type
dataset
Link
https://huggingface.co/datasets/SinaLab/WojoodNER
NLP Task
NER
Domain
News/General
Data Format
Not stated
Size Metric
Tokens
Size Value
550000
License
CC-BY-4.0
Open Access
Open
Source Repository
Hugging Face
Year Published
2023
Creator/Author(s)
Mustafa Jarrar; Muhammad Abdul-Mageed; Mohammed Khalilia; Nagham Hamad; Alaa Omar (Birzeit University / UBC)
Funder/Partner
Other
Dialect Coverage
MSA/Dialectal
Gender Balance
Not stated
Speaker Count
Not stated
Annotation Type
Human
Status
Active
Has Datasheet
Yes
PII Risk
Not stated
Consent Verified
Not stated
Verified By
Agboola Blessing
Date Indexed
2026-05-20
Notes / Flags
550K tokens, 75K named entity mentions. Nested and fine-grained NER with 21 entity types and 47+ subtypes (WojoodFine). Also includes WojoodGaza (60K tokens, Ga…

Quality (DQI) (5/12)

Datasheet Fields Completed
Not stated
SPDX License ID
CC-BY-4.0
Redistribution Allowed?
Yes
Content Hash
Not stated
Submitted By
Not stated
Fetch Date
2026-05-20
Last Updated Date
Not stated
Annotation Guidelines Available?
Not stated
IAA Score
Not stated
Cleaning Notes
Not stated
Benchmark Exists?
Yes
Benchmark Citation
https://huggingface.co/atishay23/whisper-small-ar

Representativeness (DRI) (1/7)

Gender Distribution
Not stated
Region Coverage
Not stated
Region Distribution
Not stated
Age Range Coverage
Not stated
Register
Not stated
Marginalized Group Note
Not stated
Demographic Fields Reported Count
0

Readiness Score Breakdown

5/5
Data Coverage100%
Model Availability100%
Benchmarks100%
Documentation72%
Recency100%

Representativeness

Gender Balance
Regional Distribution
Dialect Coverage
Inclusivity

Provenance

Source URL
https://huggingface.co/datasets/SinaLab/WojoodNER
Fetch Timestamp
20 May 2026
Content Hash
—

Audit Log

Record indexed from Hugging Face

20 May 2026

Source status: Active

20 May 2026

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