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Why Automated Qualitative Coding Still Needs Expert Review | Stanford CS224V Lecture 9

Automated qualitative coding defines event types and arguments in a codebook, then separates document classification, structured extraction, and entity linking. Constrained JSON fixes form, not expert judgment.