| 2026 | AAAI | 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, Yijia Zhang |
| 2026 | ACL | E2E-GMNER: End-to-End Generative Grounded Multimodal Named Entity Recognition. | Meng Zhang, Jinzhong Ning, Xiaolong Wu, Hongfei Lin, Yijia Zhang |
| 2025 | EMNLP | LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection. | Yanxu Ji, Jinzhong Ning, Yi-Jia Zhang, Zhi Liu, Hongfei Lin |
| 2024 | EMNLP | Breaking the Boundaries: A Unified Framework for Chinese Named Entity Recognition Across Text and Speech. | Jinzhong Ning, Yuanyuan Sun, Bo Xu, Zhihao Yang, Ling Luo, Hongfei Lin |
| 2023 | ACL | OD-RTE: A One-Stage Object Detection Framework for Relational Triple Extraction. | Jinzhong Ning, Zhihao Yang, Yuanyuan Sun, Zhizheng Wang, Hongfei Lin |
| 2023 | IJCAI | ODEE: A One-Stage Object Detection Framework for Overlapping and Nested Event Extraction. | Jinzhong Ning, Zhihao Yang, Zhizheng Wang, Yuanyuan Sun, Hongfei Lin |
| 2022 | COLING | Two Languages Are Better than One: Bilingual Enhancement for Chinese Named Entity Recognition. | Jinzhong Ning, Zhihao Yang, Zhizheng Wang, Yuanyuan Sun, Hongfei Lin, Jian Wang |