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AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages vs AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages

A verified, side-by-side comparison. Both records are status-checked by Wycord, so you are comparing what each actually offers today, not a stale listing.

AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African LanguagesAfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages
Category
Research
Research
Type
NLP benchmark
NLP benchmark
Country
🌍 Pan-African
🌍 Pan-African
Docs status
Docs live
Docs live
Licensing
Pricing
Free / open
Free / open
Verified
Unverified
Verified
Last verified
10 Oct 2026
10 Oct 2026
Tags
african-languages, hate-speech, nlp-benchmark, content-moderation
african-languages, question-answering, cross-lingual, nlp-benchmark
Links
Website
Website
Summary
AfriHate is a multilingual benchmark of hate speech and abusive language datasets covering 15 African languages, annotated by native speakers. The paper contributes classification baselines and hate speech and offensive language lexicons, and analyses why keyword-based moderation fails for low-resource African languages. It was released on arXiv in January 2025.
AfriQA is the first cross-lingual open-retrieval question answering benchmark for African languages, with more than 12,000 XOR-QA examples across 10 African languages. The paper shows that current automatic translation and multilingual retrieval methods perform poorly for these languages, where in-language digital content is scarce.

AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages vs AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages at a glance

AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages and AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages are both listed under NLP benchmark in Wycord's Research index.

Both are based in Pan-African.

Both currently show the status "Docs live".

On access, both are marked "No approval needed".

Over the last 30 days Wycord's probes measured 100% uptime for AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages (36 checks) and 100% for AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages (36 checks).

Average response time on live probes was 6 ms for AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages and 9 ms for AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages.

Uptime and latency come from Wycord's own probes of each resource's website, documentation and repository, run every six hours.

How they differ

  • Verification: AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages, Unverified; AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages, Verified.
  • Average latency: AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages, 6 ms; AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages, 9 ms.

Topics

Both are tagged: african-languages, nlp-benchmark.

Only AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages: hate-speech, content-moderation.

Only AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages: question-answering, cross-lingual.

Common questions

Which has better uptime, AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages or AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages?
They are level at 100% over the last 30 days.
Do AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages or AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages need approval before use?
Both are marked "No approval needed".
Is the documentation for AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages and AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages working?
Both show "Docs live" at the last check.
Where are AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages and AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages based?
Both are based in Pan-African.

More comparisons

Full details: AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African LanguagesFull details: AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages