Browsing by Subject "IsiXhosa"
Now showing items 1-3 of 3
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Evaluation of the performance of a machine learning lemmatiser for isiXhosa
(North-West University (South Africa) , Potchefstroom Campus, 2015)Human language resources (HLR) and applications currently available in South Africa are of a very basic nature, with lemmatisation being one of the basic. South African languages, except for English are considered ... -
Introducing XGL: a lexicalised probabilistic graphical lemmatiser for isiXhosa
(IEEE, 2015)In this paper, a lexicalized probabilistic graphical lemmatiser for isiXhosa, XGL, is presented. An overview of isiXhosa lemmatisation issues is given, followed by a discussion on previous work in automated lemmatisation ... -
Morphological segmentation of isiXhosa using unsupervised machine learning
(North-West University (South Africa), 2021)In this work the use of unsupervised machine learning in the morphological segmentation of Nguni languages, evaluated on isiXhosa, is advanced. The work researches, extends, implements and evaluates unsupervised machine ...