04:00
2026-06-18
arxiv.org
natural-language-processing
Redact or Keep? A Fully Local AI Cascade for Educational Dialogue De-Identification
Researchers propose a fully local AI cascade for de-identifying educational dialogue that achieves 0.958 macro F1 on math tutoring transcripts, outperforming a commercial API (0.706) and LLM-only base…