Improving Labeling Consistency with Detailed Constitutional Definitions and AI-Driven Evaluation

Konstantin Berlin, Adam Swanda

Many automated labeling pipelines classify inputs into categories defined by a written specification, content moderation being a prominent use case. Simple category definitions are…