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Format Normaliser 1.0.
(North-West University; Centre for Text Technology (CTexT), 2015-01-30) ~ - Resource Index
Normalises input files to txt, utf8, replaces smart quotes with straight quotes, removes empty lines, etc.
NCHLT isiXhosa 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 isiXhosa Lemmatiser
(North-West University; Centre for Text Technology (CTexT), 2014-05-30) ~ - Resource Catalogue
Lemmatiser developed during the NCHLT Text project.
\n\n
Available in the Readme.txt - Input format: Text data (encoding: UTF8 without BOM), one ...
NCHLT isiXhosa 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 ...
Hyphenator 1.0.
(North-West University; Centre for Text Technology (CTexT), 2015-01-30) ~ - Resource Index
Rule-based hyphenator which can be implemented in any NLP system. It takes as input a string, and produces as output an analysed string, without any ...
NCHLT isiXhosa 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 isiXhosa word2vec-Skipgram embeddings
(North-West University; Centre for Text Technology (CTexT), 2023-05-01)
Static word embeddings for the Skipgram flavour of the word2vec (w2v) architecture (Mikolov et al., 2013). The embedding provides real-valued vector ...
NCHLT isiXhosa fastText-Skipgram embeddings
(North-West University; Centre for Text Technology (CTexT), 2023-05-01)
Static word and subword embeddings for the Skipgram flavour of the fastText architecture (Bojanowski et al., 2017). The embedding provides real-valued ...
NCHLT isiXhosa 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 isiXhosa 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 ...