Vukosi Marivate

101 papers A* 2B 2C 4Journal 54Unranked 37

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data. CoRR Pedro Ortiz Suarez, Laurie Burchell, Catherine Arnett, Rafael Mosquera Gómez, Sara Hincapié Monsalve, Thom Vaughan, Damian Stewart, Malte Ostendorff, Idris Abdulmumin, Vukosi Marivate, Shamsuddeen Hassan Muhammad, Atnafu Lambebo Tonja, Hend Al-Khalifa, Nadia Ghezaiel Hammouda, Verrah Otiende, Tack Hwa Wong, Jakhongir Saydaliev, Melika Nobakhtian, Muhammad Ravi Shulthan Habibi, Chalamalasetti Kranti, Carol Muchemi, Khang Nguyen, Faisal Muhammad Adam, Luis Frentzen Salim, Reem Alqifari, Cynthia Amol, Joseph Marvin Imperial, Ilker Kesen, Ahmad Mustafid, Pavel Stepachev, Leshem Choshen, David Anugraha, Hamada Nayel, Seid Muhie Yimam, Vallerie Alexandra Putra, My Chiffon Nguyen, Azmine Toushik Wasi, Gouthami Vadithya, Rob van der Goot, Lanwenn Ar C'horr, Karan Dua, Andrew Yates, Mithil Bangera, Yeshil Bangera, Hitesh Laxmichand Patel, Shu Okabe, Fenal Ashokbhai Ilasariya, Dmitry Gaynullin, Genta Indra Winata, Yiyuan Li, Juan Pablo Martínez, Amit Agarwal, Ikhlasul Akmal Hanif, Raia Abu Ahmad, Esther Adenuga, Filbert Aurelian Tjiaranata, Weerayut Buaphet, Michael Anugraha, Sowmya Vajjala, Benjamin Rice, Azril Hafizi Amirudin, Jesujoba O. Alabi, Srikant Panda, Yassine Toughrai, Bruhan Kyomuhendo, Daniel Ruffinelli, Akshata A, Manuel Goulão, Ej Zhou, Ingrid Gabriela Franco Ramirez, Cristina Aggazzotti, Konstantin Dobler, Jun Kevin, Quentin Pagès, Nicholas Andrews, Nuhu Ibrahim, Mattes Ruckdeschel, Amr Keleg, Mike Zhang, Casper Muziri, Saron Samuel, Sotaro Takeshita, Kun Kerdthaisong, Luca Foppiano, Rasul Dent, Tommaso Green, Ahmad Mustapha Wali, Kamohelo Makaaka, Vicky Feliren, Inshirah Idris, Hande Çelikkanat, Abdulhamid Abubakar, Jean Maillard, Benoît Sagot, Thibault Clérice, Kenton Murray, Sarah Luger
2025	—	`conf`	AfroCS-xs: Creating a Compact, High-Quality, Human-Validated Code-Switched Dataset for African Languages. ACL (1) Kayode Olaleye, Arturo Oncevay, Mathieu Sibue, Nombuyiselo Zondi, Michelle Terblanche, Sibongile Mapikitla, Richard Lastrucci, Charese Smiley, Vukosi Marivate
2025	J	`jnl`	AfroXLMR-Comet: Multilingual Knowledge Distillation with Attention Matching for Low-Resource languages. CoRR Joshua Sakthivel Raju, Sanjay S, Jaskaran Singh Walia, Srinivas Raghav, Vukosi Marivate
2025	—	`conf`	BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. ACL (1) Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Jan Philip Wahle, Terry Ruas, Meriem Beloucif, Christine de Kock, Nirmal Surange, Daniela Teodorescu, Ibrahim Said Ahmad, David Ifeoluwa Adelani, Alham Fikri Aji, Felermino D. M. A. Ali, Ilseyar Alimova, Vladimir Araujo, Nikolay Babakov, Naomi Baes, Ana-Maria Bucur, Andiswa Bukula, Guanqun Cao, Rodrigo Tufiño Cardenas, Rendi Chevi, Chiamaka Ijeoma Chukwuneke, Alexandra Ciobotaru, Daryna Dementieva, Murja Sani Gadanya, Robert Geislinger, Bela Gipp, Oumaima Hourrane, Oana Ignat, Falalu Ibrahim Lawan, Rooweither Mabuya, Rahmad Mahendra, Vukosi Marivate, Alexander Panchenko, Andrew Piper, Charles Henrique Porto Ferreira, Vitaly Protasov, Samuel Rutunda, Manish Shrivastava, Aura Cristina Udrea, Lilian Diana Awuor Wanzare, Sophie Wu, Florian Valentin Wunderlich, Hanif Muhammad Zhafran, Tianhui Zhang, Yi Zhou, Saif M. Mohammad
2025	J	`jnl`	BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. CoRR Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Jan Philip Wahle, Terry Ruas, Meriem Beloucif, Christine de Kock, Nirmal Surange, Daniela Teodorescu, Ibrahim Said Ahmad, David Ifeoluwa Adelani, Alham Fikri Aji, Felermino Dário Mário António Ali, Ilseyar Alimova, Vladimir Araujo, Nikolay Babakov, Naomi Baes, Ana-Maria Bucur, Andiswa Bukula, Guanqun Cao, Rodrigo Tufiño Cardenas, Rendi Chevi, Chiamaka Ijeoma Chukwuneke, Alexandra Ciobotaru, Daryna Dementieva, Murja Sani Gadanya, Robert Geislinger, Bela Gipp, Oumaima Hourrane, Oana Ignat, Falalu Ibrahim Lawan, Rooweither Mabuya, Rahmad Mahendra, Vukosi Marivate, Andrew Piper, Alexander Panchenko, Charles Henrique Porto Ferreira, Vitaly Protasov, Samuel Rutunda, Manish Shrivastava, Aura Cristina Udrea, Lilian Diana Awuor Wanzare, Sophie Wu, Florian Valentin Wunderlich, Hanif Muhammad Zhafran, Tianhui Zhang, Yi Zhou, Saif M. Mohammad
2025	J	`jnl`	Cross-lingual embedding methods and applications: A systematic review for low-resourced scenarios. Nat. Lang. Process. J. Thapelo Sindane, Vukosi Marivate, Abiodun Modupe
2025	J	`jnl`	Fine-tuning a sentence transformer for DNA. BMC Bioinform. Mpho Mokoatle, Vukosi Marivate, Darlington S. Mapiye, Riana Bornman, Vanessa M. Hayes
2025	J	`jnl`	HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation. CoRR Abdulhamid Abubakar, Hamidatu Abdulkadir, Rabiu Ibrahim Abdullahi, Auwal Abubakar Khalid, Ahmad Mustapha Wali, Amina Aminu Umar, Maryam Bala, Sani Abdullahi Sani, Ibrahim Said Ahmad, Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Vukosi Marivate
2025	J	`jnl`	HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing. CoRR Shamsuddeen Hassan Muhammad, Ibrahim Said Ahmad, Idris Abdulmumin, Falalu Ibrahim Lawan, Babangida Sani, Sukairaj Hafiz Imam, Aliyu Yusuf, Sani Abdullahi Sani, Ali Usman Umar, Tajuddeen Gwadabe, Kenneth Church, Vukosi Marivate
2025	J	`jnl`	MAGE: Multi-Head Attention Guided Embeddings for Low Resource Sentiment Classification. CoRR Varun Vashisht, Samar Singh, Mihir Konduskar, Jaskaran Singh Walia, Vukosi Marivate
2025	J	`jnl`	Marito: Structuring and Building Open Multilingual Terminologies for South African NLP. CoRR Vukosi Marivate, Isheanesu Dzingirai, Fiskani Banda, Richard Lastrucci, Thapelo Sindane, Keabetswe Madumo, Kayode Olaleye, Abiodun Modupe, Unarine Netshifhefhe, Herkulaas Combrink, Mohlatlego Nakeng, Matome Ledwaba
2025	—	`conf`	Pula: Training Large Language Models for Setswana. NAACL (Long Papers) Nathan Brown, Vukosi Marivate
2025	—	`conf`	The Esethu Framework: Reimagining Sustainable Dataset Governance and Curation for Low-Resource Languages. ACL (1) Jenalea Rajab, Anuoluwapo Aremu, Everlyn Asiko Chimoto, Dale Dunbar, Graham Morrissey, Fadel Thior, Luandrie Potgieter, Jessica Ojo, Atnafu Lambebo Tonja, Wilhelmina Ndapewa Onyothi Nekoto, Pelonomi Moiloa, Jade Z. Abbott, Vukosi Marivate, Benjamin Rosman
2025	J	`jnl`	The Esethu Framework: Reimagining Sustainable Dataset Governance and Curation for Low-Resource Languages. CoRR Jenalea Rajab, Anuoluwapo Aremu, Everlyn Asiko Chimoto, Dale Dunbar, Graham Morrissey, Fadel Thior, Luandrie Potgieter, Jessico Ojo, Atnafu Lambebo Tonja, Maushami Chetty, Onyothi Nekoto, Pelonomi Moiloa, Jade Z. Abbott, Vukosi Marivate, Benjamin Rosman
2025	J	`jnl`	The Rise of AfricaNLP: Contributions, Contributors, and Community Impact (2005-2025). CoRR Tadesse Destaw Belay, Kedir Yassin Hussen, Sukairaj Hafiz Imam, Ibrahim Said Ahmad, Isa Inuwa-Dutse, Abrham Belete Haile, Grigori Sidorov, Iqra Ameer, Idris Abdulmumin, Tajuddeen Gwadabe, Vukosi Marivate, Seid Muhie Yimam, Shamsuddeen Hassan Muhammad
2024	J	`jnl`	AI and the Future of Work in Africa White Paper. CoRR Jacki O'Neill, Vukosi Marivate, Barbara Glover, Winnie Karanu, Girmaw Abebe Tadesse, Akua Gyekye, Anne Makena, Wesley Rosslyn-Smith, Matthew Grollnek, Charity Wayua, Rehema Baguma, Angel Maduke, Sarah Spencer, Daniel Kandie, Dennis Ndege Maari, Natasha Mutangana, Maxamed Axmed, Nyambura Kamau, Muhammad Adamu, Frank Swaniker, Brian Gatuguti, Jonathan Donner, Mark Graham, Janet Mumo, Caroline Mbindyo, Charlette N'Guessan, Irene Githinji, Lesego Makhafola, Sean Kruger, Olivia Etyang, Mulang Onando, Joe Sevilla, Nanjira Sambuli, Martin Mbaya, Paul Breloff, Gideon M. Anapey, Tebogo L. Mogaleemang, Tiyani Nghonyama, Muthoni Wanyoike, Bhekani Mbuli, Lawrence Nderu, Wambui Nyabero, Uzma Alam, Kayode Olaleye, Caroline Njenga, Abigail Sellen, David Kairo, Rutendo Chabikwa, Najeeb G. Abdulhamid, Ketry Kubasu, Chinasa T. Okolo, Eugenia Akpo, Joel Budu, Issa Karambal, Joseph Berkoh, William Wasswa, Mercy Muchai, Rob Burnet, Loise Ochanda, Hanlie de Bod, Elizabeth A. Ankrah, Selemani Kinyunyu, Mutembei Kariuki, Kizito Kiyimba, Farida Eleshin, Lillian Secelela Madeje, Catherine Muraga, Ida Nganga, Judy Gichoya, Tabbz Maina, Samuel C. Maina, Muchai Mercy, Millicent Ochieng, Stephanie Nyairo
2024	J	`jnl`	Analysing Public Transport User Sentiment on Low Resource Multilingual Data. CoRR Rozina Lucy Myoya, Vukosi Marivate, Idris Abdulmumin
2024	J	`jnl`	BOTS-LM: Training Large Language Models for Setswana. CoRR Nathan Brown, Vukosi Marivate
2024	J	`jnl`	ChatGPT as a Text Annotation Tool to Evaluate Sentiment Analysis on South African Financial Institutions. IEEE Access Miehleketo Mathebula, Abiodun Modupe, Vukosi Marivate
2024	—	`conf`	Correcting FLORES Evaluation Dataset for Four African Languages. WMT Idris Abdulmumin, Sthembiso Mkhwanazi, Mahlatse S. Mbooi, Shamsuddeen Hassan Muhammad, Ibrahim Said Ahmad, Neo Putini, Miehleketo Mathebula, Matimba Shingange, Tajuddeen Gwadabe, Vukosi Marivate
2024	J	`jnl`	Correcting FLORES Evaluation Dataset for Four African Languages. CoRR Idris Abdulmumin, Sthembiso Mkhwanazi, Mahlatse S. Mbooi, Shamsuddeen Hassan Muhammad, Ibrahim Said Ahmad, Neo Putini, Miehleketo Mathebula, Matimba Shingange, Tajuddeen Gwadabe, Vukosi Marivate
2024	J	`jnl`	Cross-lingual transfer of multilingual models on low resource African Languages. CoRR Harish Thangaraj, Ananya Chenat, Jaskaran Singh Walia, Vukosi Marivate
2024	J	`jnl`	From N-grams to Pre-trained Multilingual Models For Language Identification. CoRR Thapelo Sindane, Vukosi Marivate
2024	J	`jnl`	InkubaLM: A small language model for low-resource African languages. CoRR Atnafu Lambebo Tonja, Bonaventure F. P. Dossou, Jessica Ojo, Jenalea Rajab, Fadel Thior, Eric Peter Wairagala, Aremu Anuoluwapo, Pelonomi Moiloa, Jade Z. Abbott, Vukosi Marivate, Benjamin Rosman
2024	J	`jnl`	Prompting Towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot. CoRR Michelle Terblanche, Kayode Olaleye, Vukosi Marivate
2023	J	`jnl`	A review and comparative study of cancer detection using machine learning: SBERT and SimCSE application. BMC Bioinform. Mpho Mokoatle, Vukosi Marivate, Darlington S. Mapiye, Riana Bornman, Vanessa M. Hayes
2023	—	`conf`	Fine-Tuning Multilingual Pretrained African Language Models. AfricaNLP Rozina Lucy Myoya, Fiskani Banda, Vukosi Marivate, Abiodun Modupe
2023	B	`conf`	Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution. SMC Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Oludayo O. Olugbara
2023	J	`jnl`	Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution. CoRR Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Oludayo O. Olugbara
2023	—	`conf`	Investigating the Efficacy of Large Language Models in Reflective Assessment Methods through Chain of Thought Prompting. AfriCHI Baphumelele Masikisiki, Vukosi Marivate, Yvette Hlophe
2023	J	`jnl`	Investigating the Efficacy of Large Language Models in Reflective Assessment Methods through Chain of Thoughts Prompting. CoRR Baphumelele Masikisiki, Vukosi Marivate, Yvette Hlophe
2023	J	`jnl`	Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and Siswati. CoRR Andani Madodonga, Vukosi Marivate, Matthew Adendorff
2023	J	`jnl`	MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages. CoRR Cheikh M. Bamba Dione, David Ifeoluwa Adelani, Peter Nabende, Jesujoba O. Alabi, Thapelo Sindane, Happy Buzaaba, Shamsuddeen Hassan Muhammad, Chris Chinenye Emezue, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jonathan Mukiibi, Blessing K. Sibanda, Bonaventure F. P. Dossou, Andiswa Bukula, Rooweither Mabuya, Allahsera Auguste Tapo, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Fatoumata Ouoba Kabore, Amelia V. Taylor, Godson Kalipe, Tebogo Macucwa, Vukosi Marivate, Tajuddeen Gwadabe, Elvis Mboning Tchiaze, Ikechukwu E. Onyenwe, Gratien Atindogbe, Tolulope Anu Adelani, Idris Akinade, Samuel Olanrewaju, Marien Nahimana, Théogène Musabeyezu, Emile Niyomutabazi, Ester Chimhenga, Kudzai Gotosa, Patrick Mizha, Apelete Agbolo, Seydou Traore, Chinedu Uchechukwu, Aliyu Yusuf, Muhammad Abdullahi, Dietrich Klakow
2023	—	`conf`	MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages. ACL (1) Cheikh M. Bamba Dione, David Ifeoluwa Adelani, Peter Nabende, Jesujoba O. Alabi, Thapelo Sindane, Happy Buzaaba, Shamsuddeen Hassan Muhammad, Chris Chinenye Emezue, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jonathan Mukiibi, Blessing K. Sibanda, Bonaventure F. P. Dossou, Andiswa Bukula, Rooweither Mabuya, Allahsera Auguste Tapo, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Fatoumata Ouoba Kabore, Amelia V. Taylor, Godson Kalipe, Tebogo Macucwa, Vukosi Marivate, Tajuddeen Gwadabe, Elvis Mboning Tchiaze, Ikechukwu E. Onyenwe, Gratien Atindogbe, Tolulope Anu Adelani, Idris Akinade, Samuel Olanrewaju, Marien Nahimana, Théogène Musabeyezu, Emile Niyomutabazi, Ester Chimhenga, Kudzai Gotosa, Patrick Mizha, Apelete Agbolo, Seydou Traore, Chinedu Uchechukwu, Aliyu Yusuf, Muhammad Abdullahi, Dietrich Klakow
2023	—	`conf`	MphayaNER: Named Entity Recognition for Tshivenda. AfricaNLP Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala
2023	J	`jnl`	MphayaNER: Named Entity Recognition for Tshivenda. CoRR Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala
2023	J	`jnl`	Multimodal Misinformation Detection in a South African Social Media Environment. CoRR Amica De Jager, Vukosi Marivate, Abiodun Modupe
2023	J	`jnl`	On the transparency of large AI models. Patterns Wanying Wang, Ge Wang, Vukosi Marivate, Andrew L. Hufton
2023	—	`conf`	Preparing the Vuk'uzenzele and ZA-gov-multilingual South African multilingual corpora. RAIL Richard Lastrucci, Jenalea Rajab, Matimba Shingange, Daniel Njini, Vukosi Marivate
2023	J	`jnl`	Preparing the Vuk'uzenzele and ZA-gov-multilingual South African multilingual corpora. CoRR Richard Lastrucci, Isheanesu Dzingirai, Jenalea Rajab, Andani Madodonga, Matimba Shingange, Daniel Njini, Vukosi Marivate
2023	J	`jnl`	PuoBERTa: Training and evaluation of a curated language model for Setswana. CoRR Vukosi Marivate, Moseli Mots'oehli, Valencia Wagner, Richard Lastrucci, Isheanesu Dzingirai
2023	J	`jnl`	Textual Augmentation Techniques Applied to Low Resource Machine Translation: Case of Swahili. CoRR Catherine Gitau, Vukosi Marivate
2023	—	`conf`	Unsupervised Cross-lingual Word Embedding Representation for English-isiZulu. RAIL Derwin Ngomane, Rooweither Mabuya, Jade Z. Abbott, Vukosi Marivate
2023	—	`conf`	Wind Power Prediction with HCNNs for Turbines. ICECET Rockefeller Rockefeller, Bubacarr Bah, Hans-Georg Zimmermann, Vukosi Marivate
2022	J	`jnl`	A Framework for Undergraduate Data Collection Strategies for Student Support Recommendation Systems in Higher Education. CoRR Herkulaas MvE Combrink, Vukosi Marivate, Benjamin Rosman
2022	J	`jnl`	Comparing Synthetic Tabular Data Generation Between a Probabilistic Model and a Deep Learning Model for Education Use Cases. CoRR Herkulaas MvE Combrink, Vukosi Marivate, Benjamin Rosman
2022	J	`jnl`	Conversational Pattern Mining using Motif Detection. CoRR Nicolle Garber, Vukosi Marivate
2022	—	`conf`	Findings of the WMT'22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages. WMT David Ifeoluwa Adelani, Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Akshita Bhagia, Marta R. Costa-jussà, Jesse Dodge, Fahim Faisal, Christian Federmann, Natalia Fedorova, Francisco Guzmán, Sergey Koshelev, Jean Maillard, Vukosi Marivate, Jonathan Mbuya, Alexandre Mourachko, Safiyyah Saleem, Holger Schwenk, Guillaume Wenzek
2022	A*	`conf`	MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. EMNLP David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani, Michael Beukman, Chester Palen-Michel, Constantine Lignos, Jesujoba O. Alabi, Shamsuddeen Hassan Muhammad, Peter Nabende, Cheikh M. Bamba Dione, Andiswa Bukula, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing K. Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson Kalipe, Derguene Mbaye, Amelia V. Taylor, Fatoumata Ouoba Kabore, Chris Chinenye Emezue, Aremu Anuoluwapo, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, Elvis Mboning, Tajuddeen Gwadabe, Tosin P. Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo L. Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Adeyemi, Gilles Hacheme, Idris Abdulmumin, Odunayo Ogundepo, Oreen Yousuf, Tatiana Moteu Ngoli, Dietrich Klakow
2022	J	`jnl`	MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. CoRR David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani, Michael Beukman, Chester Palen-Michel, Constantine Lignos, Jesujoba O. Alabi, Shamsuddeen Hassan Muhammad, Peter Nabende, Cheikh M. Bamba Dione, Andiswa Bukula, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing K. Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson Kalipe, Derguene Mbaye, Amelia V. Taylor, Fatoumata Ouoba Kabore, Chris Chinenye Emezue, Aremu Anuoluwapo, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, Elvis Mboning, Tajuddeen Gwadabe, Tosin P. Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo L. Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Adeyemi, Gilles Hacheme, Idris Abdulmumin, Odunayo Ogundepo, Oreen Yousuf, Tatiana Moteu Ngoli, Dietrich Klakow
2022	J	`jnl`	Reinforcement Learning in Education: A Multi-Armed Bandit Approach. CoRR Herkulaas Combrink, Vukosi Marivate, Benjamin Rosman
2022	—	`conf`	Reinforcement Learning in Education: A Multi-armed Bandit Approach. AFRICATEK Herkulaas MvE Combrink, Vukosi Marivate, Benjamin Rosman
2022	—	`conf`	Semi-supervised learning approaches for predicting South African political sentiment for local government elections. DG.O Mashadi Ledwaba, Vukosi Marivate
2022	J	`jnl`	Semi-supervised learning approaches for predicting South African political sentiment for local government elections. CoRR Mashadi Ledwaba, Vukosi Marivate
2022	J	`jnl`	Why is this an anomaly? Explaining anomalies using sequential explanations. Pattern Recognit. Tshepiso Mokoena, Turgay Çelik, Vukosi Marivate
2021	—	`ed.`	2nd AfricaNLP Workshop Proceedings, AfricaNLP@EACL 2021, Virtual Event, April 19, 2021 AfricaNLP Kathleen Siminyu, Julia Kreutzer, Hady Elsahar, Vukosi Marivate, Nishant Subramani, Jade Z. Abbott, Bernardt Duvenhage
2021	—	`conf`	AI4D - African Language Program. AfricaNLP Kathleen Siminyu, Godson Kalipe, Davor Orlic, Jade Z. Abbott, Vukosi Marivate, Sackey Freshia, Prateek Sibal, Bhanu Neupane, David Ifeoluwa Adelani, Amelia V. Taylor, Jamiil Toure Ali, Kevin Degila, Momboladji Balogoun, Thierno Ibrahima Diop, Davis David, Chayma Fourati, Hatem Haddad, Malek Naski
2021	—	`conf`	An empirical investigation into audio pipeline approaches for classifying bird species. AFRICON David Behr, Ciira Wa Maina, Vukosi Marivate
2021	J	`jnl`	An empirical investigation into audio pipeline approaches for classifying bird species. CoRR David Behr, Ciira Wa Maina, Vukosi Marivate
2021	—	`conf`	Call Centre Shift Schedule Optimisation using Local Search Heuristics. AFRICON Liketso Nthimo, Tshepiso Mokoena, Abiodun Modupe, Vukosi Marivate
2021	J	`jnl`	Data curation during a pandemic and lessons learned from COVID-19. Nat. Comput. Sci. Moritz U. G. Kraemer, Samuel V. Scarpino, Vukosi Marivate, Bernardo Gutierrez, Bo Xu, Graham Lee, Jared B. Hawkins, Caitlin M. Rivers, David M. Pigott, Rebecca Katz, John S. Brownstein
2021	—	`conf`	Extracting and categorising the reactions to COVID-19 by the South African public - A social media study. AFRICON Vukosi Marivate, Avashlin Moodley, Athandiwe Saba
2021	—	`conf`	Investigating Statistical and Machine Learning Techniques to Improve the Credit Approval Process in Developing Countries. AFRICON Moses Lusinga, Tshepiso Mokoena, Abiodun Modupe, Vukosi Marivate
2021	—	`conf`	Is it Fake? News Disinformation Detection on South African News Websites. AFRICON Harm de Wet, Vukosi Marivate
2021	J	`jnl`	Is it Fake? News Disinformation Detection on South African News Websites. CoRR Harm de Wet, Vukosi Marivate
2021	J	`jnl`	NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. CoRR Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Paulo Henrique Santos Vasconcellos, Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto Martinez, Aman Srivastava, KV Aditya Srivatsa, Tony Sun, Mukund Varma T., A. Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie J. Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael A. Yee, Jing Zhang, Yue Zhang
2021	C	`conf`	Practical Approach on Implementation of WordNets for South African Languages. GWC Tshephisho Joseph Sefara, Tumisho Billson Mokgonyane, Vukosi Marivate
2021	C	`conf`	Towards Financial Sentiment Analysis in a South African Landscape. CD-MAKE Michelle Terblanche, Vukosi Marivate
2021	J	`jnl`	Towards Financial Sentiment Analysis in a South African Landscape. CoRR Michelle Terblanche, Vukosi Marivate
2021	J	`jnl`	Training Cross-Lingual embeddings for Setswana and Sepedi. CoRR Mack Makgatho, Vukosi Marivate, Tshephisho Sefara, Valencia Wagner
2021	—	`conf`	Transformer-based Machine Translation for Low-resourced Languages embedded with Language Identification. ICTAS Tshephisho J. Sefara, Skhumbuzo G. Zwane, Nelisiwe Gama, Hlawulani Sibisi, Phillemon N. Senoamadi, Vukosi Marivate
2020	—	`ed.`	1st AfricaNLP Workshop Proceedings, AfricaNLP@ICLR 2020, Virtual Conference, Formerly Addis Ababa Ethiopia, 26th April 2020. AfricaNLP Kathleen Siminyu, Laura Martinus, Vukosi Marivate
2020	J	`jnl`	AI4D - African Language Dataset Challenge. CoRR Kathleen Siminyu, Sackey Freshia, Jade Z. Abbott, Vukosi Marivate
2020	J	`jnl`	Extracting and categorising the reactions to COVID-19 by the South African public - A social media study. CoRR Vukosi Marivate, Avashlin Moodley, Athandiwe Saba
2020	C	`conf`	Improving Short Text Classification Through Global Augmentation Methods. CD-MAKE Vukosi Marivate, Tshephisho Sefara
2020	—	`conf`	Investigating an Approach for Low Resource Language Dataset Creation, Curation and Classification: Setswana and Sepedi. RAIL Vukosi Marivate, Tshephisho Sefara, Vongani Chabalala, Keamogetswe Makhaya, Tumisho B. Mokgonyane, Rethabile Mokoena, Abiodun Modupe
2020	—	`conf`	Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi. AfricaNLP Vukosi Marivate, Tshephisho Sefara, Vongani Chabalala, Keamogetswe Makhaya, Tumisho B. Mokgonyane, Rethabile Mokoena, Abiodun Modupe
2020	J	`jnl`	Investigating similarities and differences between South African and Sierra Leonean school outcomes using Machine Learning. CoRR Henry Wandera, Vukosi Marivate, David Sengeh
2020	J	`jnl`	Low resource language dataset creation, curation and classification: Setswana and Sepedi - Extended Abstract. CoRR Vukosi Marivate, Tshephisho Sefara, Vongani Chabalala, Keamogetswe Makhaya, Tumisho B. Mokgonyane, Rethabile Mokoena, Abiodun Modupe
2020	J	`jnl`	Mapping the South African health landscape in response to COVID-19. CoRR Nompumelelo Mtsweni, Herkulaas MvE Combrink, Vukosi Marivate
2020	—	`conf`	Masakhane - Machine Translation For Africa. AfricaNLP Iroro Orife, Julia Kreutzer, Blessing K. Sibanda, Daniel Whitenack, Kathleen Siminyu, Laura Martinus, Jamiil Toure Ali, Jade Z. Abbott, Vukosi Marivate, Salomon Kabongo, Musie Meressa, Espoir Murhabazi, Orevaoghene Ahia, Elan Van Biljon, Arshath Ramkilowan, Adewale Akinfaderin, Alp Öktem, Wole Akin, Ghollah Kioko, Kevin Degila, Herman Kamper, Bonaventure Dossou, Chris Emezue, Kelechi Ogueji, Abdallah Bashir
2020	—	`conf`	Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. EMNLP (Findings) Wilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, Timi E. Fasubaa, Taiwo Fagbohungbe, Solomon Oluwole Akinola, Shamsuddeen Hassan Muhammad, Salomon Kabongo Kabenamualu, Salomey Osei, Freshia Sackey, Rubungo Andre Niyongabo, Ricky Macharm, Perez Ogayo, Orevaoghene Ahia, Musie Meressa Berhe, Mofetoluwa Adeyemi, Masabata Mokgesi-Selinga, Lawrence Okegbemi, Laura Martinus, Kolawole Tajudeen, Kevin Degila, Kelechi Ogueji, Kathleen Siminyu, Julia Kreutzer, Jason Webster, Jamiil Toure Ali, Jade Z. Abbott, Iroro Orife, Ignatius Ezeani, Idris Abdulkabir Dangana, Herman Kamper, Hady Elsahar, Goodness Duru, Ghollah Kioko, Espoir Murhabazi, Elan Van Biljon, Daniel Whitenack, Christopher Onyefuluchi, Chris Chinenye Emezue, Bonaventure F. P. Dossou, Blessing K. Sibanda, Blessing Itoro Bassey, Ayodele Olabiyi, Arshath Ramkilowan, Alp Öktem, Adewale Akinfaderin, Abdallah Bashir
2020	J	`jnl`	Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. CoRR Wilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, Timi E. Fasubaa, Tajudeen Kolawole, Taiwo Fagbohungbe, Solomon Oluwole Akinola, Shamsuddeen Hassan Muhammad, Salomon Kabongo, Salomey Osei, Sackey Freshia, Rubungo Andre Niyongabo, Ricky Macharm, Perez Ogayo, Orevaoghene Ahia, Musie Meressa, Mofe Adeyemi, Masabata Mokgesi-Selinga, Lawrence Okegbemi, Laura Jane Martinus, Kolawole Tajudeen, Kevin Degila, Kelechi Ogueji, Kathleen Siminyu, Julia Kreutzer, Jason Webster, Jamiil Toure Ali, Jade Z. Abbott, Iroro Orife, Ignatius Ezeani, Idris Abdulkabir Dangana, Herman Kamper, Hady Elsahar, Goodness Duru, Ghollah Kioko, Espoir Murhabazi, Elan Van Biljon, Daniel Whitenack, Christopher Onyefuluchi, Chris Emezue, Bonaventure Dossou, Blessing K. Sibanda, Blessing Itoro Bassey, Ayodele Olabiyi, Arshath Ramkilowan, Alp Öktem, Adewale Akinfaderin, Abdallah Bashir
2020	—	`conf`	Unsupervised Anomaly Detection of Healthcare Providers Using Generative Adversarial Networks. I3E (1) Krishnan Naidoo, Vukosi Marivate
2020	J	`jnl`	Use of Available Data To Inform The COVID-19 Outbreak in South Africa: A Case Study. CoRR Vukosi Marivate, Herkulaas MvE Combrink
2020	J	`jnl`	Use of Available Data To Inform The COVID-19 Outbreak in South Africa: A Case Study. Data Sci. J. Vukosi Marivate, Herkulaas MvE Combrink
2019	J	`jnl`	Improving short text classification through global augmentation methods. CoRR Vukosi Marivate, Tshephisho Sefara
2019	—	`conf`	Predicting Road Traffic Accident Severity using Accident Report Data in South Africa. DG.O Mpho Mokoatle, Vukosi Marivate, Michael Esiefarienrhe Bukohwo
2018	—	`conf`	Exploring data science for public good in South Africa: evaluating factors that lead to success. DG.O Vukosi Marivate, Nyalleng Moorosi
2017	—	`conf`	A Critical and Systemic Consideration of Data for Sustainable Development in Africa. ICT4D Nyalleng Moorosi, Mamello Thinyane, Vukosi Marivate
2017	—	`conf`	Bringing sequential feature explanations to life. AFRICON Tshepiso Mokoena, Ofentswe Lebogo, Asive Dlaba, Vukosi Marivate
2017	B	`conf`	Employment relations: a data driven analysis of job markets using online job boards and online professional networks. WI Vukosi Marivate, Nyalleng Moorosi
2017	—	`conf`	Semi-supervised probabilistics approach for normalising informal short text messages. ICTAS Abiodun Modupe, Turgay Çelik, Vukosi Marivate, Melvin Diale
2016	C	`conf`	A Multifaceted Approach to Bitcoin Fraud Detection: Global and Local Outliers. ICMLA Patrick M. Monamo, Vukosi Marivate, Bhesipho Twala
2016	—	`conf`	Unsupervised learning for robust Bitcoin fraud detection. ISSA Patrick Monamo, Vukosi Marivate, Bheki Twala
2015	—	`conf`	Privacy in mining crime data from social Media: A South African perspective. InfoSec Nyalleng Moorosi, Vukosi Marivate
2014	—	`conf`	Quantifying Uncertainty in Batch Personalized Sequential Decision Making. AAAI Workshop: Modern Artificial Intelligence for Health Analytics Vukosi Marivate, Jessica Chemali, Emma Brunskill, Michael L. Littman
2013	—	`conf`	An Ensemble of Linearly Combined Reinforcement-Learning Agents. AAAI (Late-Breaking Developments) Vukosi Marivate, Michael L. Littman
2011	A*	`conf`	Apprenticeship Learning About Multiple Intentions. ICML Monica Babes, Vukosi Marivate, Kaushik Subramanian, Michael L. Littman
2011	—	`conf`	Scratchable Devices: User-Friendly Programming for Household Appliances. HCI (3) Jordan T. Ash, Monica Babes, Gal Cohen, Sameen Jalal, Sam Lichtenberg, Michael L. Littman, Vukosi Marivate, Phillip Quiza, Blase Ur, Emily Zhang
2008	J	`jnl`	Introduction to Relational Networks for Classification CoRR Vukosi Marivate, Tshilidzi Marwala