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An empirical investigation into audio pipeline approaches for classifying bird species


Aug 10, 2021
David Behr, Ciira wa Maina, Vukosi Marivate

* 6 pages, Accepted and to be published in AFRICON 2021 

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Is it Fake? News Disinformation Detection on South African News Websites


Aug 09, 2021
Harm de Wet, Vukosi Marivate

* 6 pages, Accepted and to be published in AFRICON 2021 

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Towards Financial Sentiment Analysis in a South African Landscape


Jun 18, 2021
Michelle Terblanche, Vukosi Marivate

* Accepted for publication in Proceedings of CD-MAKE 2021 Conference 

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AI4D -- African Language Program


Apr 06, 2021
Kathleen Siminyu, Godson Kalipe, Davor Orlic, Jade Abbott, Vukosi Marivate, Sackey Freshia, Prateek Sibal, Bhanu Neupane, David I. Adelani, Amelia Taylor, Jamiil Toure ALI, Kevin Degila, Momboladji Balogoun, Thierno Ibrahima DIOP, Davis David, Chayma Fourati, Hatem Haddad, Malek Naski


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1st AfricaNLP Workshop Proceedings, 2020


Nov 20, 2020
Kathleen Siminyu, Laura Martinus, Vukosi Marivate


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Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages


Oct 05, 2020
Wilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, Timi Fasubaa, Tajudeen Kolawole, Taiwo Fagbohungbe, Solomon Oluwole Akinola, Shamsuddee 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 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 Sibanda, Blessing Itoro Bassey, Ayodele Olabiyi, Arshath Ramkilowan, Alp Öktem, Adewale Akinfaderin, Abdallah Bashir

* Findings of EMNLP 2020 

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AI4D -- African Language Dataset Challenge


Jul 23, 2020
Kathleen Siminyu, Sackey Freshia, Jade Abbott, Vukosi Marivate


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Extracting and categorising the reactions to COVID-19 by the South African public -- A social media study


Jun 11, 2020
Vukosi Marivate, Avashlin Moodley, Athandiwe Saba

* Under review for EMNLP 2020 

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Investigating similarities and differences between South African and Sierra Leonean school outcomes using Machine Learning


Apr 22, 2020
Henry Wandera, Vukosi Marivate, David Sengeh

* In review 

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Low resource language dataset creation, curation and classification: Setswana and Sepedi -- Extended Abstract


Mar 30, 2020
Vukosi Marivate, Tshephisho Sefara, Vongani Chabalala, Keamogetswe Makhaya, Tumisho Mokgonyane, Rethabile Mokoena, Abiodun Modupe

* Accepted for the AfricaNLP workshop at ICLR 2020 

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Masakhane -- Machine Translation For Africa


Mar 13, 2020
Iroro Orife, Julia Kreutzer, Blessing Sibanda, Daniel Whitenack, Kathleen Siminyu, Laura Martinus, Jamiil Toure Ali, Jade 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

* Accepted for the AfricaNLP Workshop, ICLR 2020 

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Investigating an approach for low resource language dataset creation, curation and classification: Setswana and Sepedi


Feb 18, 2020
Vukosi Marivate, Tshephisho Sefara, Vongani Chabalala, Keamogetswe Makhaya, Tumisho Mokgonyane, Rethabile Mokoena, Abiodun Modupe

* Submitted to Resources for African Indigenous Languages (RAIL) at LREC 2020 

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Improving short text classification through global augmentation methods


Jul 07, 2019
Vukosi Marivate, Tshephisho Sefara


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Introduction to Relational Networks for Classification


Apr 29, 2008
Vukosi Marivate, Tshilidzi Marwala

* 5 pages 

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