| 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 | 336* | 2022 |
| 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 | 138 | 2021 |
| 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 | 134 | 2021 |
| 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 | 128 | 2023 |
| 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 | 127 | 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 (Oral), 2021 | 98* | 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 | 83 | 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 | 68 | 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 | 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, 2022 | 56 | 2022 |
| 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 | 53 | 2021 |
| 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 | 34 | 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 | 30 | 2022 |
| 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 | 20 | 2022 |
| Multimodal analogical reasoning over knowledge graphs N Zhang, L Li, X Chen, X Liang, S Deng, H Chen ICLR 2023, 2022 | 16 | 2022 |
| Reasoning through memorization: Nearest neighbor knowledge graph embeddings N Zhang, X Xie, X Chen, Y Wang, X Cheng, H Chen NLPCC 2023, 2022 | 13 | 2022 |
| On robustness and bias analysis of bert-based relation extraction (Best Paper Award) L Li, X Chen, H Ye, Z Bi, S Deng, N Zhang, H Chen China Conference on Knowledge Graph and Semantic Computing, 43-59, 2021 | 13* | 2021 |
| Knowledge collaborative fine-tuning for low-resource knowledge graph completion 张宁豫， 谢辛， 陈想， 邓淑敏， 叶宏彬， 陈华钧 Journal of Software 33 (10), 3531-3545, 2022 | 12 | 2022 |
| Study on model of household split air conditioning solution dehumidifier G Ding, X Chen, Z Huang, Y Ji, Y Li Applied Thermal Engineering 139, 376-386, 2018 | 10 | 2018 |
| 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 | 9 | 2023 |
Ningyu Zhang (张宁豫)Associate Professor, Zhejiang UniversityVerified email at zju.edu.cn
