July 2023 Enriching and Maintaining Road Digital Twins with Condition Information June 2025 Data-efficient Classification of Road Inspection Texts with a Semantic Similarity Criterion July 2025 Comparing Few-Shot Learning with LLMs for Efficient Text Classification in Road Maintenance Applications