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АНГЛИЙСКИЙ ЮЖНО-АФРИКАНСКОЙ РЕСПУБЛИКИ (ЮАР), РУССКИЙ МИР И СЛОВАРИ С ПАРОЙ АНГЛИЙСКИЙ-РУССКИЙ ...
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Developing Core Technologies for Resource-Scarce Nguni Languages
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In: Information; Volume 12; Issue 12; Pages: 520 (2021)
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Abstract:
The creation of linguistic resources is crucial to the continued growth of research and development efforts in the field of natural language processing, especially for resource-scarce languages. In this paper, we describe the curation and annotation of corpora and the development of multiple linguistic technologies for four official South African languages, namely isiNdebele, Siswati, isiXhosa, and isiZulu. Development efforts included sourcing parallel data for these languages and annotating each on token, orthographic, morphological, and morphosyntactic levels. These sets were in turn used to create and evaluate three core technologies, viz. a lemmatizer, part-of-speech tagger, morphological analyzer for each of the languages. We report on the quality of these technologies which improve on previously developed rule-based technologies as part of a similar initiative in 2013. These resources are made publicly accessible through a local resource agency with the intention of fostering further development of both resources and technologies that may benefit the NLP industry in South Africa.
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Keyword:
canonical segmentation; core technologies; lemmatization; morphological analysis; part-of-speech tagging; resource-scarce languages; South African languages
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URL: https://doi.org/10.3390/info12120520
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The Effect of Language Recognition in Music on Short-Term Memory Recall and Physiological Stress Response
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Situating A Dictionary of South African English on Historical Principles within a More Comprehensive Lexicographic Process
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In: Lexikos, Vol 9, Pp 269-282 (2021) (2021)
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Viability of Neural Networks for Core Technologies for Resource-Scarce Languages
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In: Information ; Volume 11 ; Issue 1 (2020)
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Kofifi/Covfefe: How the Costumes of "Sophiatown" Bring 1950s South Africa to Western Massachusetts in 2020
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In: Masters Theses (2020)
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Processing focus and accent across dialects.
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In: Proceedings of the19th International Congress of Phonetic Sciences (ICPhS), ; The 19th International Congress of Phonetic Sciences (ICPhS) ; https://hal.archives-ouvertes.fr/hal-02925402 ; The 19th International Congress of Phonetic Sciences (ICPhS), Aug 2019, Melbourne, Australia. pp. 2272-2276 (2019)
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The role of editorial intervention in ongoing language variation and change in South African and Australian English
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An analysis of metaphorical idioms in South African Indian English
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In: Stellenbosch Papers in Linguistics Plus, Vol 56, Iss 0, Pp 1-12 (2019) (2019)
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Semi-automating the Reading Programme for a Historical Dictionary Project
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In: Lexikos; Vol. 28 (2018) ; 2224-0039 (2018)
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Semi-automating the Reading Programme for a Historical Dictionary Project
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In: Lexikos, Vol 28, Pp 343-360 (2018) (2018)
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From the Zapotecs to the Aztecs: The Day of the Dead and the Cosmic and Shamanic Phantoms of Malcolm Lowry
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The embedded indexical value of /s/-fronting in Afrikaans and South African English
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Adapting a Historical Dictionary for the Modern Online User: The Case of the Dictionary of South African English on Historical Principles's Presentation and Navigation Features
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In: Lexikos; Vol. 26 (2016) ; 2224-0039 (2016)
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Constrained language : a multidimensional analysis of translated English and a non-native indigenised variety of English
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The Innovative progressive aspect of Black South African English
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Adapting a Historical Dictionary for the Modern Online User: The Case of the Dictionary of South African English on Historical Principles's Presentation and Navigation Features
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In: Lexikos, Vol 26, Pp 82-102 (2016) (2016)
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The use of digit and sentence repetition in the identification of language impairment: The case of child speakers of Afrikaans and South African English
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In: Stellenbosch Papers in Linguistics; Vol 44 (2015); 37-60 ; 2223-9936 ; 1027-3417 (2015)
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The use of digit and sentence repetition in the identification of language impairment: The case of child speakers of Afrikaans and South African English
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In: Stellenbosch Papers in Linguistics, Vol 44, Iss 0, Pp 37-60 (2015) (2015)
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