VM
Vukosi Marivate
cs.CLcs.LGcs.AIcs.CYcs.IRstat.APcs.HCDNASimCSEAfrica
On Valency
published · living versionsW_x998vkmg·v1 · currentpublished
Maswao: An automatically collected, prepared, and benchmarked dataset for South African Sign Language
with Thapelo Sindane, Unarine Netshifhefhe, Abiodun Modupe, Herkulaas Combrink +1
1 version
Preprints & journals
65 papers in the corpus · 2007–2026MAGIC: an international network for evaluating generative artificial intelligence in global health.42839102 · Yang, Rui, Xuan, Weihao, Liu, Tianyu et al.2026 · 0 citationsNature medicine. 2026
KITA AI: A Multi-Agent LLM System for Pluralistic Policy Deliberation2609.34890v1 · Arnau Mayoral-Macau, Jiaqi Lai, Manala Tyobeka et al.2026 · 0 citationsarXiv
Tone-Conditioned Curriculum Learning for Low-Resource Bantu Speech Recognition2606.31642v1 · Kesego Mokgosi, Vukosi Marivate, Sitwala Mundia et al.2026 · 0 citationsarXiv
AfriScience-MT: Towards Decolonizing Science in Africa through Text Translation2605.29741v1 · Idris Abdulmumin, Tajuddeen Gwadabe, Shamsuddeen Hassan Muhammad et al.2026 · 0 citationsarXiv
Temporal Simultaneity Predicts Annotation Quality in Sentiment Corpora2605.27239v1 · Idris Abdulmumin, Mokgadi Penelope Matloga, Tadesse Destaw Belay et al.2026 · 0 citationsarXiv
The Annotation Scarcity Paradox in Low-Resource NLP Evaluation: A Decade of Acceleration and Emerging Constraints2605.19066v3 · Vukosi Marivate2026 · 0 citationsarXiv
CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data2601.18026v2 · Pedro Ortiz Suarez, Laurie Burchell, Catherine Arnett et al.2026 · 0 citationsarXiv
Scoping review of artificial intelligence via mobile technology and social media for health in Africa.41422110 · Baichoo, Shakuntala, Oladeji, Olubusola, Villareal, Leanne et al.2025 · 1 citationNature communications. 2025;16(1):11288
Swivuriso: The South African Next Voices Multilingual Speech Dataset2512.02201v3 · Vukosi Marivate, Kayode Olaleye, Sitwala Mundia et al.2025 · 0 citationsarXiv
Fine-tuning a sentence transformer for DNA.41162866 · Mokoatle, Mpho, Marivate, Vukosi, Mapiye, Darlington et al.2025 · 1 citationBMC bioinformatics. 2025;26(1):267
Mafoko: Structuring and Building Open Multilingual Terminologies for South African NLP2508.03529v3 · Vukosi Marivate, Isheanesu Dzingirai, Fiskani Banda et al.2025 · 0 citationsarXiv
HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing2505.14311v3 · Shamsuddeen Hassan Muhammad, Ibrahim Said Ahmad, Idris Abdulmumin et al.2025 · 1 citationarXiv
ZASCA-sum: A dataset of the South Africa supreme courts of appeal judgments and media summaries for legal documents summarization research.40416747 · Abdulmumin, Idris, Marivate, Vukosi2025 · 0 citationsData in brief. 2025;60:111567
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation2503.19702v1 · Abdulhamid Abubakar, Hamidatu Abdulkadir, Ibrahim Rabiu Abdullahi et al.2025 · 0 citationsarXiv
MAGE: Multi-Head Attention Guided Embeddings for Low Resource Sentiment Classification2502.17987v1 · Varun Vashisht, Samar Singh, Mihir Konduskar et al.2025 · 0 citationsarXiv
AfroXLMR-Comet: Multilingual Knowledge Distillation with Attention Matching for Low-Resource languages2502.18020v1 · Joshua Sakthivel Raju, Sanjay S, Jaskaran Singh Walia et al.2025 · 0 citationsarXiv
The Esethu Framework: Reimagining Sustainable Dataset Governance and Curation for Low-Resource Languages2502.15916v2 · Jenalea Rajab, Anuoluwapo Aremu, Everlyn Asiko Chimoto et al.2025 · 2 citationsarXiv
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages2502.11926v4 · Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin et al.2025 · 9 citationsarXiv
Analysing Public Transport User Sentiment on Low Resource Multilingual Data2412.06951v1 · Rozina L. Myoya, Vukosi Marivate, Idris Abdulmumin2024 · 0 citationsarXiv
AI and the Future of Work in Africa White Paper2411.10091v1 · Jacki O'Neill, Vukosi Marivate, Barbara Glover et al.2024 · 0 citationsarXiv
From N-grams to Pre-trained Multilingual Models For Language Identification2410.08728v1 · Thapelo Sindane, Vukosi Marivate2024 · 3 citationsarXiv
Cross-lingual transfer of multilingual models on low resource African Languages2409.10965v1 · Harish Thangaraj, Ananya Chenat, Jaskaran Singh Walia et al.2024 · 0 citationsarXiv
Correcting FLORES Evaluation Dataset for Four African Languages2409.00626v2 · Idris Abdulmumin, Sthembiso Mkhwanazi, Mahlatse S. Mbooi et al.2024 · 1 citationarXiv
InkubaLM: A small language model for low-resource African languages2408.17024v2 · Atnafu Lambebo Tonja, Bonaventure F. P. Dossou, Jessica Ojo et al.2024 · 1 citationarXiv
Pula: Training Large Language Models for Setswana2408.02239v2 · Nathan Brown, Vukosi Marivate2024 · 0 citationsarXiv
Prompting Towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot2404.17216v1 · Michelle Terblanche, Kayode Olaleye, Vukosi Marivate2024 · 2 citationsarXiv
Multimodal Misinformation Detection in a South African Social Media Environment2312.04052v1 · Amica De Jager, Vukosi Marivate, Abioudun Modupe2023 · 3 citationsarXiv
PuoBERTa: Training and evaluation of a curated language model for Setswana2310.09141v2 · Vukosi Marivate, Moseli Mots'Oehli, Valencia Wagner et al.2023 · 8 citationsarXiv
Investigating the Efficacy of Large Language Models in Reflective Assessment Methods through Chain of Thoughts Prompting2310.00272v1 · Baphumelele Masikisiki, Vukosi Marivate, Yvette Hlope2023 · 1 citationarXiv
On the transparency of large AI models.37521049 · Wang, Wanying, Wang, Ge, Marivate, Vukosi et al.2023 · 8 citationsPatterns (New York, N.Y.). 2023;4(7):100797
Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution2306.14933v1 · Abiodun Modupe, Turgay Celik, Vukosi Marivate et al.2023 · 2 citationsarXiv
Textual Augmentation Techniques Applied to Low Resource Machine Translation: Case of Swahili2306.07414v1 · Catherine Gitau, VUkosi Marivate2023 · 5 citationsarXiv
Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and Siswati2306.07426v1 · Andani Madodonga, Vukosi Marivate, Matthew Adendorff2023 · 0 citationsarXiv
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages2305.13989v1 · Cheikh M. Bamba Dione, David Adelani, Peter Nabende et al.2023 · 15 citationsarXiv
MphayaNER: Named Entity Recognition for Tshivenda2304.03952v1 · Rendani Mbuvha, David I. Adelani, Tendani Mutavhatsindi et al.2023 · 2 citationsarXiv
A review and comparative study of cancer detection using machine learning: SBERT and SimCSE application.36959534 · Mokoatle, Mpho, Marivate, Vukosi, Mapiye, Darlington et al.2023 · 52 citationsBMC bioinformatics. 2023;24(1):112
Preparing the Vuk'uzenzele and ZA-gov-multilingual South African multilingual corpora2303.03750v2 · Richard Lastrucci, Isheanesu Dzingirai, Jenalea Rajab et al.2023 · 5 citationsarXiv
Conversational Pattern Mining using Motif Detection2211.06846v1 · Nicolle Garber, Vukosi Marivate2022 · 0 citationsarXiv
Reinforcement Learning in Education: A Multi-Armed Bandit Approach2211.00779v1 · Herkulaas Combrink, Vukosi Marivate, Benjamin Rosman2022 · 6 citationsarXiv
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition2210.12391v2 · David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder et al.2022 · 53 citationsarXiv
Comparing Synthetic Tabular Data Generation Between a Probabilistic Model and a Deep Learning Model for Education Use Cases2210.08528v1 · Herkulaas MvE Combrink, Vukosi Marivate, Benjamin Rosman2022 · 2 citationsarXiv
A Framework for Undergraduate Data Collection Strategies for Student Support Recommendation Systems in Higher Education2210.10657v1 · Herkulaas MvE Combrink, Vukosi Marivate, Benjamin Rosman2022 · 2 citationsarXiv
Discriminatory Gleason grade group signatures of prostate cancer: An application of machine learning methods.35679280 · Mokoatle, Mpho, Mapiye, Darlington, Marivate, Vukosi et al.2022 · 12 citationsPloS one. 2022;17(6):e0267714
Semi-supervised learning approaches for predicting South African political sentiment for local government elections2205.02223v1 · Mashadi Ledwaba, Vukosi Marivate2022 · 4 citationsarXiv
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation2112.02721v2 · Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann et al.2021 · 41 citationsarXiv
Training Cross-Lingual embeddings for Setswana and Sepedi2111.06230v1 · Mack Makgatho, Vukosi Marivate, Tshephisho Sefara et al.2021 · 3 citationsVol. 3 No. 03 (2021): Proceedings of the 2nd workshop on Resources for African Indigenous Language (RAIL) at DHASA 2021
An empirical investigation into audio pipeline approaches for classifying bird species2108.04449v1 · David Behr, Ciira wa Maina, Vukosi Marivate2021 · 2 citationsarXiv
Is it Fake? News Disinformation Detection on South African News Websites2108.02941v2 · Harm de Wet, Vukosi Marivate2021 · 12 citationsarXiv
Towards Financial Sentiment Analysis in a South African Landscape2106.10004v1 · Michelle Terblanche, Vukosi Marivate2021 · 2 citationsarXiv
Monitoring Information-Seeking Patterns and Obesity Prevalence in Africa With Internet Search Data: Observational Study.33913815 · Oladeji, Olubusola, Zhang, Chi, Moradi, Tiam et al.2021 · 19 citationsJMIR public health and surveillance. 2021;7(4):e24348
Career total: 198 works. 65 are in this corpus.Showing the 50 most recent.
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