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Author

Zi-Xin Shu

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Preprint Jul 2026

LingShu: A Large-Scale Symptom-Centric Contextualized Knowledge Graph Bridging Traditional Chinese Medicine and Modern Biomedicine

LingShu is presented, a large-scale symptom-centric contextualized knowledge graph designed to bridge TCM and modern biomedicine and developed a web platform that integrates graph visualization, graph-based reasoning, and an evidence-grounded knowledge question-answering agent.

Rui Hua, Zi-Xin Shu, Kai Chang et al. · 0 citations
Open access Jul 2026

TaxEL: Taxonomy-Enhanced Entity Representation Learning for Biomedical Entity Linking.

TaxEL introduces Taxonomy-Guided Contrastive Sampling (TGCS), which systematically integrates both local ontology structure and global semantic similarity to generate informative positive and hard negative samples for each mention; and Structured Semantic Alignment Loss (SSAL), which enforces alignment between model pr...

Rui Hua, Zeyu Liu, Zixin Shu et al. · 0 citations

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