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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 ...
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 Sesotho 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 ...
Sepedi Part of Speech Tagger
(Department of African Languages - University of Pretoria, 2015-01-28) ~ - Resource Index
Sesotho sa Leboa part of speech statistical tagger compiled with stochastic tagger of Helmut Scmidt supported by noun and verb guessing modules, tokenizer, ...
NCHLT Sepedi 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 Siswati 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 Sepedi 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 Setswana 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 Sepedi 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 ...
Habakuk
(North-West University; Centre for Text Technology (CTexT), 2015-01-30) ~ - Resource Index
Habakuk is a rule-based hyphenator for Afrikaans, which can be implemented in any NLP system. It takes as input a string, and produces as output an ...