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Open access Aug 2026

Chinese Semantic Structure Mapping for Textile Material Performance Data: An Improved BiLSTM-CRF Approach to Cross-Modal Intelligent Retrieval

An improved BiLSTM-CRF framework incorporating dependency syntactic rules and domain knowledge constraints for semantic structure mapping is proposed, providing an effective solution for intelligent textile material management while offering methodological insights for semantic organization and heterogeneous informatio...

Q. Xian, R. Wang · 0 citations

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