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Low-resource Languages
Preparing the Vuk'uzenzele and ZA-gov-multilingual South African Multilingual Corpora
This paper introduces two multilingual government themed corpora in various South African languages. The corpora were collected by …
Richard Lastrucci
,
Isheanesu Dzingirai
,
Jenalea Rajab
,
Andani Madodonga
,
Matimba Shingange
,
Daniel Njini
,
Vukosi Marivate
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Participatory Translations of Oshiwambo: Towards Culture Preservation with Language Technology
In this paper, we describe a participatory, collaborative, and cost-effective process for creating translations in Oshiwambo, the most …
Wilhelmina Onyothi Nekoto
,
Julia Kreutzer
,
Jenalea Rajab
,
Millicent Ochieng
,
Jade Abbott
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Analysing the Effects of Transfer Learning on Low-Resourced Named Entity Recognition Performance
Transfer learning has led to large gains in performance for nearly all NLP tasks while making downstream models easier and faster to …
Michael Beukman
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Effect of Tokenisation Strategies for Low-Resourced Southern African Languages
Research into machine translation for African languages is very limited and low- resourced in terms of datasets and model evaluations. …
Jenalea Rajab
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