Introduces the Annotation Scarcity Paradox to describe how model scaling in low-resource NLP outpaces the human expertise required for authentic evaluation, threatening the validity of reported progress.
Addressing inequitable openness in licences for sharing african data and datasets through the nwulite obodo open data licence
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The Annotation Scarcity Paradox in Low-Resource NLP Evaluation: A Decade of Acceleration and Emerging Constraints
Introduces the Annotation Scarcity Paradox to describe how model scaling in low-resource NLP outpaces the human expertise required for authentic evaluation, threatening the validity of reported progress.