Meddies-PII: A Multilingual Framework for Personally Identifiable Information Extraction in Clinical De-identification

Clinical de-identification relies on accurately identifying personally identifiable information (PII). However, manually annotated datasets are costly to construct, while existing synthetic alternatives often provide limited details about their generation process or rely on relatively simple synthes