A multi-stage LLM-assisted workflow assigned all 56,198 audited German statutory health insurance pages a review state, generated 35,998 evidence-checked review records, and routed 21,452 to human case review.
European Parliament and Council of the European Union
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CY 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
LLM-Assisted Review Prioritization for German Statutory Health Insurance Websites: A Multi-Stage Corpus Audit
A multi-stage LLM-assisted workflow assigned all 56,198 audited German statutory health insurance pages a review state, generated 35,998 evidence-checked review records, and routed 21,452 to human case review.