| KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction X Chen, N Zhang, X Xie, S Deng, Y Yao, C Tan, F Huang, L Si, H Chen Proceedings of the ACM Web Conference 2022, 2778-2788, 2022 | 329* | 2022 |
| Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks N Zhang, S Deng, Z Sun, G Wang, X Chen, W Zhang, H Chen NAACL 2019, 3016–3025, 2019 | 225 | 2019 |
| Knowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolution Network S Deng, N Zhang, W Zhang, J Chen, JZ Pan, H Chen Companion Proceedings of The 2019 World Wide Web Conference, 678-685, 2019 | 161 | 2019 |
| Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners N Zhang, L Li, X Chen, S Deng, Z Bi, C Tan, F Huang, H Chen ICLR 2022, 2022 | 138 | 2022 |
| Document-level Relation Extraction as Semantic Segmentation N Zhang, X Chen, X Xie, S Deng, C Tan, M Chen, F Huang, L Si, H Chen IJCAI 2021, 3999–4006, 2021 | 133 | 2021 |
| Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection S Deng, N Zhang, J Kang, Y Zhang, W Zhang, H Chen Proceedings of the 13th International Conference on Web Search and Data …, 2020 | 131 | 2020 |
| Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction N Zhang, S Deng, Z Sun, X Chen, W Zhang, H Chen EMNLP 2018, 986–992, 2018 | 131 | 2018 |
| Reasoning with Language Model Prompting: A Survey S Qiao, Y Ou, N Zhang, X Chen, Y Yao, S Deng, C Tan, F Huang, H Chen ACL 2023, 2023 | 123 | 2023 |
| Contrastive Triple Extraction with Generative Transformer H Ye, N Zhang, S Deng, M Chen, C Tan, F Huang, H Chen Proceedings of the AAAI conference on artificial intelligence 35 (16), 14257 …, 2021 | 108 | 2021 |
| LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting X Chen, L Li, S Deng, C Tan, C Xu, F Huang, L Si, H Chen, N Zhang COLING 2022, 2374–2387, 2022 | 97* | 2022 |
| Editing Large Language Models: Problems, Methods, and Opportunities Y Yao, P Wang, B Tian, S Cheng, Z Li, S Deng, H Chen, N Zhang EMNLP 2023, 10222–10240, 2023 | 88 | 2023 |
| Relation Adversarial Network for Low Resource Knowledge Graph Completion N Zhang*, S Deng*, Z Sun, J Chen, W Zhang, H Chen Proceedings of The Web Conference 2020, 1-12, 2020 | 84 | 2020 |
| Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion X Chen, N Zhang, L Li, S Deng, C Tan, C Xu, F Huang, L Si, H Chen SIGIR 2022, 904–915, 2022 | 82 | 2022 |
| Molecular Contrastive Learning with Chemical Element Knowledge Graph Y Fang, Q Zhang, H Yang, X Zhuang, S Deng, W Zhang, M Qin, Z Chen, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 3968-3976, 2022 | 74 | 2022 |
| Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction X Chen, N Zhang, L Li, Y Yao, S Deng, C Tan, F Huang, L Si, H Chen NAACL 2022, 1607–1618, 2022 | 68 | 2022 |
| OntoProtein: Protein Pretraining With Gene Ontology Embedding N Zhang, Z Bi, X Liang, S Cheng, H Hong, S Deng, J Lian, Q Zhang, ... ICLR 2022, 2022 | 64 | 2022 |
| OntoED: Low-resource Event Detection with Ontology Embedding S Deng, N Zhang, L Li, H Chen, H Tou, M Chen, F Huang, H Chen ACL 2021, 2828–2839, 2021 | 58 | 2021 |
| MLBiNet: A Cross-Sentence Collective Event Detection Network D Lou, Z Liao, S Deng, N Zhang, H Chen ACL 2021, 4829–4839, 2021 | 57 | 2021 |
| Ontology-enhanced Prompt-tuning for Few-shot Learning H Ye, N Zhang, S Deng, X Chen, H Chen, F Xiong, X Chen, H Chen Proceedings of the ACM Web Conference 2022, 778-787, 2022 | 54 | 2022 |
| From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer X Xie, N Zhang, Z Li, S Deng, H Chen, F Xiong, M Chen, H Chen WWW 2022, Poster, 2022 | 54 | 2022 |
Ningyu Zhang (张宁豫)Associate Professor, Zhejiang UniversityVerified email at zju.edu.cn
