MSR Framework Improves Generative Model Diversity via Test-Time Alignment

The MSR pipeline improves output diversity by mining categorical schemas from real-world corpora and using them to guide sampling. It treats generative models as conditional renderers of attribute configurations derived from empirical statistics rather than relying on raw prompt instructions.