Authors

Carolyn Cole

Publications 1

Preprint Open access

From Policy Documents to Structured Survey Responses: Evaluating Large Language Models for Policy Monitoring

Carolyn Cole, Matthias Deschryvere, Toqeer Ehsan et al. · 2026 · 10.1007/978-981-92-2480-7_20

Science, technology, and innovation policies are crucial for competitiveness, yet their diversity and scale make them difficult to map and monitor consistently. Existing approaches rely heavily on manual survey efforts, which are costly and challenging to scale across countries. Large language models (LLMs) enable new …

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