Improving Data Quality for Text Classification Tasks through Human-in-the-Loop Inspection of Synthetically Generated Data

Combining provenance tracking and assistive labeling techniques, INSPECTOR empowers users to efficiently identify and retain high-quality synthetic text data for improving the robustness of text classification models.