Broad and Efficient PII Detection with Unified Labels
This work presents a practical 141M-parameter encoder-based detector trained on 1.12 million examples from 77 public datasets, relabeled under a detailed definition of broad contextual detection for 12 structured PII categories, delivering leading detection performance at substantially lower cost.