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NCHLT Sesotho Annotated Text Corpora
(North-West University; Centre for Text Technology (CTexT), 2014-05-30) ~ - Resource Catalogue
Lemmatised, part of speech tagged and morphologically analysed corpora developed during the NCHLT Text project.
NCHLT Sesotho GloVe embeddings
(North-West University; Centre for Text Technology (CTexT), 2023-05-01)
Static word embedding model based on the Global Vectors architecture (Pennington et al., 2014). The embeddings provide real-valued vector representations ...
NCHLT Sesotho FLAIR-backward embeddings
(North-West University; Centre for Text Technology (CTexT), 2023-05-01)
Contextual word/string embeddings for the backward flavour of the FLAIR architecture (Akbik et al., 2018). The embedding provides real-valued vector ...
NCHLT Sesotho RoBERTa language model
(North-West University; Centre for Text Technology (CTexT), 2023-05-01)
Contextual masked language model based on the RoBERTa architecture (Liu et al., 2019). The model is trained as a masked language model and not fine-tuned ...
NCHLT Sesotho FLAIR-forward embeddings
(North-West University; Centre for Text Technology (CTexT), 2023-05-01)
Contextual word/string embeddings for the forward flavour of the FLAIR architecture (Akbik et al., 2018). The embedding provides real-valued vector ...
Autshumato Text Anonymiser
(North-West University; Centre for Text Technology (CTexT), 2013-06-20) ~ - Resource Catalogue
Anonymises text by classifying and replacing sensitive information such as person names, business names, place names, monetary values, phone numbers, ...
NCHLT Sesotho Text Corpora
(North-West University; Centre for Text Technology (CTexT), 2014-05-30) ~ - Resource Catalogue
Collection of source text documents, genre classified text documents, raw corpus, clean corpus, lexicon, frequency list and named-entity lists developed ...
NCHLT Sesotho fastText-CBoW embeddings
(North-West University; Centre for Text Technology (CTexT), 2023-05-01)
Static word and subword embeddings for the continuous bag of words (CBoW) flavour of the fastText architecture (Bojanowski et al., 2017). The embedding ...
NCHLT Sesotho word2vec-CBOW embeddings
(North-West University; Centre for Text Technology (CTexT), 2023-05-01)
Static word embeddings for the continuous bag of words (CBoW) flavour of the word2vec (w2v) architecture (Mikolov et al., 2013). The embedding provides ...
Human Language Technology Audit 2017/18
(CSIR, 2018-08-31)
This document reports on all work conducted in the 2017/18 Audit of human language technology (HLT) resources available in South Africa project. The ...