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Traditional Readability Approaches in Sesotho and isiZulu

Domaine:

natural language processing

Type de record:

paper
Créateur:
JohMth
Éditeur:
Dig
Hôte:
This paper presents a conceptual overview of traditional readability metrics adapted for two South African Indigenous languages, isiZulu and Sesotho, which differ orthographically with conjunctive and  disjunctive writing systems, respectively. Both languages are low-resource, lacking extensive corpora, lexicons, and pretrained models necessary for automatic readability assessment. By critically examining these adaptations, we highlight the challenges of applying English-based metrics to morphologically complex African languages and emphasise the need for language-specific digital resources that reflect local linguistic structures. Our work aligns with ongoing efforts to develop and enhance language resources for under-resourced African Indigenous languages, thereby supporting their evolving presence and accessibility in the digital age, including contexts shaped by large language models.

Visit

doi.org

Tasks

text classification

Languages

Sotho, SouthernZulu

Licenses

https://creativecommons.org/licenses/by-sa/4.0

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