2 papers
cs.SE2026
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…
cs.AI2025
An Evaluation Study of Hybrid Methods for Multilingual PII Detection
Harshit Rajgarhia, Suryam Gupta, Asif Shaik +4
The detection of Personally Identifiable Information (PII) is critical for privacy compliance but remains challenging in low-resource languages due to linguistic diversity and limi…