A Joint Extraction System Based on Conditional Layer Normalization for Health Monitoring. - Binbin Shi; Rongli Fan; Lijuan Zhang 004; Jie Huang 014; Neal Xiong 001; Athanasios V. Vasilakos; Jian Wan 001; Lei Zhang 196 (Sensors, 2023)

A Named Entity Recognition Method Based on Knowledge Distillation and Efficient GlobalPointer for Chinese Medical Texts. - Zhengwei Zhai; Rongli Fan; Jie Huang 014; Neal N. Xiong; Lijuan Zhang 004; Jian Wan 001; Lei Zhang 196 (IEEE Access, 2024)

A novel joint extraction model based on cross-attention mechanism and global pointer using context shield window. - Zhengwei Zhai; Rongli Fan; Jie Huang 014; Neal Xiong 001; Lijuan Zhang 004; Jian Wan 001; Lei Zhang 196 (Comput. Speech Lang., 2024)

A Novel Negative Sample Generation Method for Contrastive Learning in Hierarchical Text Classification. - Juncheng Zhou; Lijuan Zhang 004; Yachen He; Rongli Fan; Lei Zhang 196; Jian Wan 001 (COLING, 2025)

Sequences and nodes: Probability-guided contrastive learning for hierarchical text classification. - Lijuan Zhang 004; Juncheng Zhou; Rongli Fan; Neal Xiong 001; Lei Zhang 196; Jian Wan 001 (Knowl. Based Syst., 2025)