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Semi-supervised learning approaches for predicting South African political sentiment for local government elections



Mashadi Ledwaba , Vukosi Marivate

* Accepted for DGO 2022 

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NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation



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 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 , Rishabh Gupta , 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 , Nicolas Roberts , Juan Diego Rodriguez , Claude Roux , Vasconcellos P. H. S. , Ananya B. Sai , Robin M. Schmidt , Thomas Scialom , Tshephisho Sefara , Saqib N. Shamsi , Xudong Shen , Haoyue Shi , Yiwen Shi , Anna Shvets , Nick Siegel , Damien Sileo , Jamie Simon , Chandan Singh , Roman Sitelew , Priyank Soni , Taylor Sorensen , William Soto , 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 , Gloria Wang , Zijie J. Wang , Fuxuan Wei , Bryan Wilie , Genta Indra Winata , Xinyi Wu , Witold Wydmański , Tianbao Xie , Usama Yaseen , M. Yee , Jing Zhang , Yue Zhang

* 39 pages, repository at https://github.com/GEM-benchmark/NL-Augmenter 

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Training Cross-Lingual embeddings for Setswana and Sepedi



Mack Makgatho , Vukosi Marivate , Tshephisho Sefara , Valencia Wagner

* Accepted (to appear) for the 2nd Workshop on Resources for African Indigenous Languages 

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An empirical investigation into audio pipeline approaches for classifying bird species



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



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



Michelle Terblanche , Vukosi Marivate

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

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AI4D -- African Language Program



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



Kathleen Siminyu , Laura Martinus , Vukosi Marivate


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



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



Kathleen Siminyu , Sackey Freshia , Jade Abbott , Vukosi Marivate


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