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YouTubeAssociation for Computing Machinery (ACM)
Supervisory Control Theory for LLM Revision
Proposes Prompt-Level Supervisory Alignment (PLSA), which operationalizes Supervisory Control Theory as a structured prompting strategy for iterative LLM self-refinement. Across ten venue-year combinations from three ML conference series, SCT-structured conditions produce revisions with significantly higher fidelity to actual author ...
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