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Author

Jing-Tao Yu

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Open access Sep 2026

Digital Management and Service Optimization of Local Library Collections by Deep Learning Algorithms

This study addressed the digital management and service optimization of local library collections. A KEMFA (Knowledge‐Enhanced Multi‐Field Attention) model was proposed for local document classification. The model incorporated external knowledge from a knowledge graph into multiple document fields, including titles, ke...

Jing-Tao Yu · 0 citations
#natural language process... Preprint Aug 2026

Tangut Word Segmentation under Extreme Resource Scarcity: Integrating Traditional Lexicons and Unlabeled Text

Tangut is an extinct language whose script does not explicitly mark word boundaries. We present the first systematic study of Tangut word segmentation using 2,750 expert-annotated segments (31,893 tokens), traditional lexicons, and unlabeled text. Our framework combines a reliability-calibrated lexicon-lattice represen...

Lifan Deng, Yongwei Zhang, Sen Sun et al. · 0 citations

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