Exploring Semantic Labeling Strategies for Third-Party Cybersecurity Risk Assessment Questionnaires

Researchers developed semantic labeling strategies to improve third-party cybersecurity risk assessment questionnaires using Large Language Models and semi-supervised learning. The study demonstrates that semantic labels can enhance question retrieval for cybersecurity assessments while reducing LLM costs through hybrid approaches.