Browsing by Subject "Natural Language Processing"
Now showing items 1-4 of 4
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Automatic genre classification of English students' argumentative essays using support vector machines
(North-West University, 2007)Automatic text classification refers to the classification of texts according to topic. Similar to text classification is the automatic classification of texts based on stylistic aspect of texts, such as automatic genre ... -
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 ... -
Machine learning and deep learning techniques for natural language processing with application to audio recordings
(North-West University (South Africa), 2023)Many debt collection companies need to rely on research focusing on data analysis methods that can assist them to analyse their unstructured data which holds information that could help them to better assign their ... -
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 ...