Dense retrieval augmented with ECLASS semantics achieves 94.3% Hit@5 on expert queries for electronic components, substantially outperforming BM25 and foundation-model baselines.
Ten years of asset administration shell: Developments, research opportunities, and adoption challenges,
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ECLASS-Augmented Semantic Product Search for Electronic Components
Dense retrieval augmented with ECLASS semantics achieves 94.3% Hit@5 on expert queries for electronic components, substantially outperforming BM25 and foundation-model baselines.