Browsing Resource Catalogue by Project "NCHLT Text IV"
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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 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-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 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 isiZulu 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 isiZulu 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 isiZulu 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 isiZulu 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 isiZulu 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 isiZulu 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 isiZulu 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 isiZulu 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 Sepedi 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 Sepedi 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 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 Sepedi 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 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 ... -
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 Sepedi 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 Sepedi 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 ...
