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#natural language process... Preprint Oct 2026

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.

Andy Hsu, K. Berlin · 0 citations

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