Vukosi Marivate
Vukosi Marivate has 2 papers in our library, in 2020–2026, most of them on Machine translation, Low-resource languages; often with Shamsuddeen Hassan Muhammad, Atnafu Lambebo Tonja, Catherine Arnett.
OpenAlex · ORCID · Wikidata · h-index 17 · 202 works · 1,417 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 348 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #4693
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Low-resource languages · 1 workMachine translation · 1 work
Works by year
2020s
Papers
- Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages (2020 · 339 citations)
Machine translation still serves mainly a handful of well-resourced languages. The authors argue that the gap for African languages reflects social and historical inequities as well as a shortage of data, so MT researchers cannot close it alone. They map the MT pipeline onto roles (content creators, translators… - CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data (2026 · 3 citations)
Language identification (LID) is often treated as a solved task. In practice, it remains unreliable for many languages on noisy, mixed web text, which is the main source of multilingual pre-training corpora. Most existing benchmarks, such as FLORES, UDHR and Bible data, are clean, translated or religious, so they…
All works
- Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesFindings of the Association for Computational LinguisticsWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 339 citations
- Findings of the WMT'22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages ↗Proceedings of the Seventh Conference on Machine Translation (WMT) · no summary yetDavid Ifeoluwa Adelani et al.2022 · 13 citations
- HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ↗Proceedings of the Sixth Workshop on African Natural Language Processing (AfricaNLP 2025) · no summary yetShamsuddeen Hassan Muhammad et al.2025 · 6 citations
- CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web DataAnnual Meeting of the Association for Computational Linguistics (ACL)Pedro Ortiz Suarez, Laurie Burchell, Catherine Arnett, et al.2026 · 3 citations
Co-authors here
- Shamsuddeen Hassan Muhammad ×2
- Atnafu Lambebo Tonja
- Catherine Arnett
- Freshia Sackey
- Idris Abdulmumin
- Laurie Burchell
- Malte Ostendorff
- Pedro Ortiz Suarez
- Salomey Osei
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2020
- Northern European Journal of Language Technology
- Proceedings of the Seventh Conference on Machine Translation (WMT)
- Proceedings of the Sixth Workshop on African Natural Language Processing (AfricaNLP 2025)
Cited by
Updated
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