Position: Early-Stage Quality Assurance in Annotation Pipelines Is More Cost-Effective Than Late-Stage Validation

Sunil Kothari, Sumukha Sharma Thoppanahalli Chandramouli, Naman Khandelwal +8

This position paper argues that the machine learning community should prioritize early-stage quality assurance in annotation pipelines over the prevailing practice of late-stage va…