Redact or Keep? A Fully Local AI Cascade for Educational Dialogue De-Identification.

arXiv:2606.18372v2 Announce Type: replace-cross Abstract: Educational dialogue is a valuable but sensitive resource for research: the same transcripts that capture authentic learning often capture personally identifiable information (PII) entangled with curric