代表性论文成果

Jinzhong Ning, Yuanyuan Sun, Hongfei LIN, et al. GenEn-MNER: Enhancing Nested Chinese NER with Multimodal Fusion and Alignment via Speech-to-Text Generation . IEEE TASLP 2025 (语音处理领域顶级期刊，CCF B，JCR 一区)

Jinzhong Ning, Zhihao Yang, Hongfei LIN, et al. Breaking the Boundaries: A Unified Framework for Chinese Named Entity Recognition Across Text and Speech . EMNLP (Findings) 2024 (NLP领域Top 2会议，CCF B会议Finding)

Pengyuan Nie, Jinzhong Ning, et al, SSGU-CD: A combined semantic and structural information graph U-shaped network for document-level Chemical-Disease interaction extraction. J. Biomed. Informatics(2024)(JCR 1区)

Ling Luo, Jinzhong Ning, Yingwen Zhao et al. Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks. Journal of the American Medical Informatics Association(2024)（CCF B, JCR 1区）

Jinzhong Ning, Zhihao Yang,Hongfei LIN, et al,.OD-RTE: A One-Stage Object Detection Framework for Relational Triple Extraction. ACL2023（NLP领域TOP1, CCF A）

Jinzhong Ning, Zhihao Yang, Hongfei LIN, et al. ODEE:A One-Stage Object Detection Framework for Overlapping and Nested Event Extraction. IJCAI2023（CCF A , Oral）

Jinzhong Ning, Zhihao Yang, Hongfei LIN, et al. Two Languages Are Better Than One: Bilingual Enhancement For Chinese Named Entity Recognition. COLING2022 (NLP领域Top 4会议，CCF B，Oral)

Jinzhong Ning, Zhihao Yang, Hongfei LIN , et al. BioNER-CFEM: Biomedical Named Entity Recognition Based on Character Feature Enhancement with Multimodal Method. BIBM2022（CCF B）