Ari-S-123/

pii-detection-english-consolidated

Combined dataset for PII (Personally Identifiable Information) detection, merging the ai4privacy English-only subset with synthetically generated and semantically validated with different LLMs challenging examples targeting NER failure modes. Class labels had to be consolidated to prevent label fragmentation too.

This dataset combines two sources:

ai4privacy/open-pii-masking-500k (English subset): 120,533 train / 30,160… See the full description on the dataset page: https://huggingface.co/datasets/Ari-S-123/pii-detection-english-consolidated.