SGAT: a Self-supervised Graph Attention Network for Biomedical Relation Extraction. - Qiming Liu; Zhihao Yang; Lei Wang 085; Yin Zhang 009; Hongfei Lin; Jinzhong Ning (BIBM, 2021)

Chinese Medical Named Entity Recognition Based on Chinese Character Radical Features and Pre-trained Language Models. - Haixin Tan; Zhihao Yang; Jinzhong Ning; Zeyuan Ding; Qiming Liu (IALP, 2021)

BioNER-CFEM: Biomedical Named Entity Recognition Based on Character Feature Enhancement with Multimodal Method. - Jinzhong Ning; Jiru Li; Zhihao Yang; Yuanyuan Sun 002; Lei Wang 085; Yin Zhang 009; Hongfei Lin; Jian Wang 021 (BIBM, 2022)

Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition. - Jinzhong Ning; Zhihao Yang; Zhizheng Wang; Yuanyuan Sun 002; Hongfei Lin; Jian Wang 021 (COLING, 2022)

OD-RTE: A One-Stage Object Detection Framework for Relational Triple Extraction. - Jinzhong Ning; Zhihao Yang; Yuanyuan Sun 002; Zhizheng Wang; Hongfei Lin (ACL (1), 2023)

Joint Biomedical Entity and Relation Extraction Based on Triple Region Vertices. - Yuqi Liu; Zhihao Yang; Jinzhong Ning; Zhijun Wang; Ling Luo 001; Lei Wang 085; Yin Zhang 009; Wei Liu; Hongfei Lin; Jian Wang 021 (BIBM, 2023)

ODEE: A One-Stage Object Detection Framework for Overlapping and Nested Event Extraction. - Jinzhong Ning; Zhihao Yang; Zhizheng Wang; Yuanyuan Sun 002; Hongfei Lin (IJCAI, 2023)

Biomedical Event Extraction as Semantic Segmentation. - Liangyu Gao; Zhihao Yang; Jinzhong Ning; Kai Ma; Lei Wang 085; Wei Liu; Yin Zhang 009; Ling Luo 001; Bo Xu 009; Jian Wang 021; Yumeng Yang; Zhehuan Zhao; et al. (BIBM, 2024)

Breaking the Boundaries: A Unified Framework for Chinese Named Entity Recognition Across Text and Speech. - Jinzhong Ning; Yuanyuan Sun 002; Bo Xu 009; Zhihao Yang; Ling Luo 001; Hongfei Lin (EMNLP (Findings), 2024)

Taiyi: a bilingual fine-tuned large language model for diverse biomedical tasks. - Ling Luo 001; Jinzhong Ning; Yingwen Zhao; Zhijun Wang; Zeyuan Ding; Peng Chen; Weiru Fu; Qinyu Han; Guangtao Xu; Yunzhi Qiu; Dinghao Pan; Jiru Li; et al. (J. Am. Medical Informatics Assoc., 2024)

SSGU-CD: A combined semantic and structural information graph U-shaped network for document-level Chemical-Disease interaction extraction. - Pengyuan Nie; Jinzhong Ning; Mengxuan Lin; Zhihao Yang; Lei Wang (J. Biomed. Informatics, 2024)

Syntax-based residual graph attention network for aspect-level sentiment classification. - Guangtao Xu; Zhihao Yang; Jinzhong Ning; Hongfei Lin; Jian Wang 021 (Knowl. Based Syst., 2025)