Jinzhong Ning

Lecturer, Dalian Martime University

Joined

March 2022

Names

Jinzhong Ning (Preferred)

Emails

****@mail.dlut.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@dlmu.edu.cn

Personal Links

Career & Education History

Lecturer

Dalian Martime University (dlmu.edu.cn)

2024 – Present

PhD student

Computer science and technology, Dalian University of Technology (dlut.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

RPG-MoGe: Relation Prompt-Guided Multi-Order Generative Ensemble Framework for Speech Relation Extraction
Jinzhong Ning, Paerhati Tulajiang, Yingying Le, Yijia Zhang, Yuanyuan Sun, Hongfei Lin, Haifeng Liu
- IEEE Transactions on Audio, Speech and Language Processing
- Readers: Everyone
SEGA: Selective cross-lingual representation via sparse guided attention for low-resource multilingual named entity recognition
Paerhati Tulajiang, Jinzhong Ning, Yuanyuan Sun, Liang Yang, Yuanyu Zhang, Kelaiti Xiao, Zhixing Lu, Yijia Zhang, Hongfei Lin
- Information Processing & Management
- Readers: Everyone
A dual-branch multi-path propagation reasoning network for rumor detection integrating neural symbolic commonsense reasoning mechanism
Weiming Yin, Jinzhong Ning, Mingyu Lu, Hongfei Lin, Yijia Zhang
- Inf. Process. Manag. 2026
- Readers: Everyone
CNER-Omni: A unified dynamic modality learning framework for Chinese named entity recognition across text and speech
Jinzhong Ning, Wenxuan Mu, Songtao Li, Yijia Zhang, Ling Luo, Yuanyuan Sun, Mingyu Lu, Hongfei Lin
- Neural Networks
- Readers: Everyone
A Multi-Agent LLM Framework for Multi-Domain Low-Resource In-Context NER via Knowledge Retrieval, Disambiguation and Reflective Analysis
Wenxuan Mu, Jinzhong Ning, Di Zhao, Yi-Jia Zhang
- CoRR 2025
- Readers: Everyone
CommonVoice-SpeechRE and RPG-MoGe: Advancing Speech Relation Extraction with a New Dataset and Multi-Order Generative Framework
Jinzhong Ning, Paerhati Tulajiang, Yingying Le, Yijia Zhang, Yuanyuan Sun, Hongfei Lin, Haifeng Liu
- CoRR 2025
- Readers: Everyone
GenEn-MNER: Enhancing Nested Chinese NER With Multimodal Fusion and Alignment via Speech-to-Text Generation
Jinzhong Ning, Yuanyuan Sun, Zhihao Yang, Zhijun Wang, Ling Luo, Hongfei Lin, Yijia Zhang
- IEEE Transactions on Audio, Speech and Language Processing
- Readers: Everyone
Bi-Encoder-Based Approach to Biomedical Document-Level Entity Recognition and Relation Extraction
Pengyuan Nie, Mengxuan Lin, Jinzhong Ning, Zhihao Yang, Lei Wang
- IEEE Trans. Comput. Biol. Bioinform. 2025
- Readers: Everyone
Syntax-based residual graph attention network for aspect-level sentiment classification
Guangtao Xu, Zhihao Yang, Jinzhong Ning, Hongfei Lin, Jian Wang
- Knowl. Based Syst. 2025
- Readers: Everyone

View all 22 publications

Co-Authors

View all 46 co-authors