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