| 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 (Paper Digest Most Influential Paper), 2022 | 487* | 2022 |
| 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 | 281 | 2023 |
| 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 (Paper Digest Most Influential Paper), 2021 | 211 | 2021 |
| CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark N Zhang, M Chen, Z Bi, X Liang, L Li, X Shang, K Yin, C Tan, J Xu, ... ACL 2022, 2021 | 209 | 2021 |
| 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, 2021 | 208 | 2021 |
| 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 (Paper Digest Most Influential Paper), 2022 | 167 | 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 Findings, 2022 | 126 | 2022 |
| 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 (Oral), 2021 | 123* | 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, 2022 | 84 | 2022 |
| Sentiprompt: Sentiment knowledge enhanced prompt-tuning for aspect-based sentiment analysis C Li, F Gao, J Bu, L Xu, X Chen, Y Gu, Z Shao, Q Zheng, N Zhang, ... arXiv preprint arXiv:2109.08306, 2021 | 84 | 2021 |
| Alicg: Fine-grained and evolvable conceptual graph construction for semantic search at alibaba N Zhang, Q Jia, S Deng, X Chen, H Ye, H Chen, H Tou, G Huang, Z Wang, ... Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021 | 71 | 2021 |
| Knowledge graphs meet multi-modal learning: A comprehensive survey Z Chen, Y Zhang, Y Fang, Y Geng, L Guo, X Chen, Q Li, W Zhang, J Chen, ... arXiv preprint arXiv:2402.05391, 2024 | 54 | 2024 |
| Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning X Chen, L Li, N Zhang, X Liang, S Deng, C Tan, F Huang, L Si, H Chen NeurIPS 2022 (Spotlight), 2022 | 52 | 2022 |
| DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population N Zhang, X Xu, L Tao, H Yu, H Ye, X Xie, X Chen, Z Li, L Li, X Liang, ... EMNLP 2022 Demonstration, 2022 | 51 | 2022 |
| Unified Hallucination Detection for Multimodal Large Language Models X Chen, C Wang, Y Xue, N Zhang, X Yang, Q Li, Y Shen, J Gu, H Chen ACL 2024, 2024 | 49 | 2024 |
| Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning X Chen, L Li, N Zhang, C Tan, F Huang, L Si, H Chen SIGIR 2022, 2022 | 37 | 2022 |
| Multimodal analogical reasoning over knowledge graphs N Zhang, L Li, X Chen, X Liang, S Deng, H Chen ICLR 2023, 2022 | 35 | 2022 |
| Reasoning through memorization: Nearest neighbor knowledge graph embeddings N Zhang, X Xie, X Chen, Y Wang, X Cheng, H Chen NLPCC 2023, 2022 | 27 | 2022 |
| One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER X Chen, L Li, Q Fei, N Zhang, C Tan, Y Jiang, F Huang, H Chen IJCAI 2023, 2023 | 18 | 2023 |
| Knowledge mechanisms in large language models: A survey and perspective M Wang, Y Yao, Z Xu, S Qiao, S Deng, P Wang, X Chen, JC Gu, Y Jiang, ... EMNLP 2024 Findings, 2024 | 17 | 2024 |
Ningyu Zhang (张宁豫)Associate Professor, Zhejiang UniversityVerified email at zju.edu.cn