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The ‘Download More Labels!’ Illusion in AI Research

Date: 2025-04-23 13:28:09

A common view in current machine learning research is that machine learning itself can be used to improve the quality of AI dataset annotations – particularly image captions intended for use in vision-language models (VLMs). This line of thinking is driven by the high cost of human annotation, and the added burden of supervising annotator […]The post The ‘Download More Labels!’ Illusion in AI Research appeared first on Unite.AI.


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