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ENTITY Evaluation Sovereignty in Metadata-Driven Classification: A Multi-Track Framework for Weakly Supervised Information Systems

Evaluation Sovereignty in Metadata-Driven Classification: A Multi-Track Framework for Weakly Supervised Information Systems

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  1. RESEARCH · CL_86622 ·

    New research paper questions ML evaluation metrics under weak supervision

    A new research paper introduces the concept of "evaluation sovereignty" to address issues in machine learning performance measurement, particularly in systems with weakly supervised or inconsistent labels. The paper pro…