DATASETHugging Face

5/5

MasakhaNER 2.0

Bambara(bam)TextNERWest Africa

View Source

Dataset Info

Language

Bambara (bam)

Modality

Text

Domain

News

Size

6370

Institution

Masakhane (Adelani, Neubig, Ruder, Rijhwani, Beukman, Palen-Michel, Lignos, Alabi, Muhammad, Nabende, Dione and others)

Last Updated

24 Jul 2026

License & Access

SPDX identifierCC-BY-4.0-NC (see flag)

Open with restrictions — attribution required; some commercial or derivative use limited.

RedistributionYes

PII RISK

Low risk

Full Record

30 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 (23/27)

iso code: bam
Dataset name: MasakhaNER 2.0
Modality: Text
Type: dataset
Link: https://huggingface.co/datasets/masakhane/masakhaner2
NLP Task: NER
Domain: News
Data Format: Not stated
Size Metric: Files
Size Value: 6370
License: CC-BY-4.0-NC (see flag)
Open Access: Open
Source Repository: Hugging Face
Year Published: 2022
Creator/Author(s): Masakhane (Adelani, Neubig, Ruder, Rijhwani, Beukman, Palen-Michel, Lignos, Alabi, Muhammad, Nabende, Dione and others)
Funder/Partner: Masakhane
Dialect Coverage: Standard
Gender Balance: Not stated
Speaker Count: Not stated
Annotation Type: Human
Status: Active
Has Datasheet: Yes
PII Risk: Low
Consent Verified: Not stated
Verified By: Gideon George
Date Indexed: 2026-07-24
Notes / Flags: Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: the…

Quality (DQI) (6/12)

Datasheet Fields Completed: Not stated
SPDX License ID: CC-BY-NC-4.0
Redistribution Allowed?: Yes
Content Hash: 60512e89e68841b6b5ed1be59caf97b169f0d27aderivedHugging Face card: commit sha
Submitted By: hf_data pipeline (automated)
Fetch Date: 2026-07-24
Last Updated Date: 2023-09-11derivedHugging Face card: lastModified
Annotation Guidelines Available?: Not stated
IAA Score: Not stated
Cleaning Notes: Not stated
Benchmark Exists?: Not stated
Benchmark Citation: Not stated

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%

Documentation78%

Recency100%

Representativeness

Gender Balance

Regional Distribution

Dialect Coverage

Inclusivity

Provenance

Source URL

https://huggingface.co/datasets/masakhane/masakhaner2

Fetch Timestamp

24 Jul 2026

Content Hash

60512e89e68841b6b5ed1be59caf97b169f0d27a

Audit Log

Record indexed from Hugging Face

24 Jul 2026

Source status: Active

24 Jul 2026

Other Copies

The same resource, also published at these locations. It is counted once.

dataset

masakhaner2

token-classification · NLP (News) domain · jaypee01

25 languages4 copiesBambara(bam)Nlptoken-classification

HUHugging Face

Restricted27 Oct 2026

Also Available In

This is the same multilingual corpus, sliced for other languages the platform indexes it under.

dataset

MasakhaNER 2.0

Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: …

25 languages4 copiesGhomálá'(bbj)TextNER

HUHugging Face

Open24 Jul 2026

dataset

MasakhaNER 2.0

Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: …

25 languages4 copiesEwe(ewe)TextNER

HUHugging Face

Open24 Jul 2026

dataset

MasakhaNER 2.0

Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: …

25 languages4 copiesFon(fon)TextNER

HUHugging Face

Open24 Jul 2026

dataset

MasakhaNER 2.0 – Ghomálá'

NER · News domain · Adelani et al. (Masakhane)

25 languages4 copiesGhomara(gho)TextNER

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Open—

dataset

MasakhaNER 2.0

Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: …

25 languages4 copiesHausa(hau)TextNER

HUHugging Face

Open24 Jul 2026

dataset

MasakhaNER 2.0

Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: …

25 languages4 copiesIgbo(ibo)TextNER

HUHugging Face

Open24 Jul 2026

dataset

MasakhaNER 2.0

Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: …

25 languages4 copiesKinyarwanda(kin)TextNER

HUHugging Face

Open24 Jul 2026

dataset

masakhaner2

token-classification · NLP (News) domain · masakhane

25 languages4 copiesLuganda(lug)Texttoken-classification

HUHugging Face

Restricted27 Oct 2026

dataset

masakhaner2

token-classification · NLP (News) domain · masakhane

25 languages4 copiesLuo(luo)Texttoken-classification

HUHugging Face

Restricted27 Oct 2026

dataset

MasakhaNER 2.0

Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: …

25 languages4 copiesMooré(mos)TextNER

HUHugging Face

Open24 Jul 2026

dataset

masakhaner2

token-classification · NLP (News) domain · masakhane

25 languages4 copiesChewa(nya)Texttoken-classification

HUHugging Face

Restricted27 Oct 2026

dataset

MasakhaNER 2.0

Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: …

25 languages4 copiesNigerian Pidgin(pcm)TextNER

HUHugging Face

Open24 Jul 2026

dataset

MasakhaNER 2.0 - Shona NER

Shona (sna / chiShona) included in MasakhaNER 2.0, a 20-language African NER benchmark. F1=96.5 (highest in the benchmark). Entities: DATE, LOC, ORG, PER. Us…

25 languages4 copiesShona(sna)TextNER

HUHugging Face

Open18 Jun 2026

dataset

MasakhaNER 2.0

Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: …

25 languages4 copiesSwahili(swh)TextNER

HUHugging Face

Open24 Jul 2026

dataset

masakhaner2

token-classification · NLP (News) domain · masakhane

25 languages4 copiesTswana(tsn)Texttoken-classification

HUHugging Face

Restricted27 Oct 2026

dataset

MasakhaNER 2.0 - Tsonga NER

Tsonga/Xitsonga (tso) included in MasakhaNER 2.0, a 20-language African NER benchmark. ~12M speakers. Official language of South Africa. Used in EMNLP 2022 M…

25 languages4 copiesTsonga(tso)TextNER

HUHugging Face

Open25 Jun 2026

dataset

MasakhaNER 2.0

Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: …

25 languages4 copiesTwi(twi)TextNER

HUHugging Face

Open24 Jul 2026

dataset

masakhaner2

token-classification · NLP (News) domain · masakhane

25 languages4 copiesWolof(wol)Texttoken-classification

HUHugging Face

Restricted27 Oct 2026

dataset

masakhaner2

token-classification · NLP (News) domain · masakhane

25 languages4 copiesXhosa(xho)Texttoken-classification

HUHugging Face

Restricted27 Oct 2026

dataset

MasakhaNER 2.0

Row count from the Hugging Face viewer 2026-07-24. PER, ORG, LOC and DATE entities across 20 African languages. Paper arXiv:2210.12391. Licence discrepancy: …

25 languages4 copiesYoruba(yor)TextNER

HUHugging Face

Open24 Jul 2026