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NCHLT Afrikaans 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 lowercase ...
NCHLT Afrikaans 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 Afrikaans 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 Afrikaans 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 ...
NCHLT Afrikaans 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 ...
NCHLT Afrikaans Morphological Decomposer
(North-West University; Centre for Text Technology (CTexT), 2014-05-30) ~ - Resource Catalogue
Morphological decomposer developed during the NCHLT Text project.
NCHLT Afrikaans 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 Afrikaans 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 Afrikaans 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 Part of Speech Taggers
(North-West University; Centre for Text Technology (CTexT), 2014-05-30) ~ - Resource Catalogue
Part of speech taggers developed during the NCHLT Text project.
Available for the following languages: Afrikaans, English, isiNdebele, isiXhosa, isiZulu, ...