Ningyu  Zhang (张宁豫)
Ningyu Zhang (张宁豫)
Associate Professor, Zhejiang University
Verified email at - Homepage
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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
WWW 2022 (Paper Digest Most Influential Paper), 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 (Oral), 2019
Knowledge-driven stock trend prediction and explanation via temporal convolutional network
S Deng, N Zhang, W Zhang, J Chen, JZ Pan, H Chen
WWW 2019, 678-685, 2019
Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction
N Zhang, S Deng, Z Sun, X Chen, W Zhang, H Chen
EMNLP 2018, 2018
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
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
WSDM 2020, 151-159, 2020
PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction
H Zheng, R Wen, X Chen, Y Yang, Y Zhang, Z Zhang, N Zhang, B Qin, ...
ACL 2021, 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, 2022
Contrastive Triple Extraction with Generative Transformer
H Ye, N Zhang, S Deng, M Chen, C Tan, F Huang, H Chen
AAAI 2021 35 (16), 14257-14265, 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, 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting
X Chen, L Li, X Xie, S Deng, C Tan, C Xu, F Huang, L Si, H Chen, ...
COLING 2022, 2021
Relation Adversarial Network for Low resource Knowledge Graph Completion
N Zhang, S Deng, Z Sun, J Chen, W Zhang, H Chen
WWW 2020, 1-12, 2020
Conceptualized Representation Learning for Chinese Biomedical Text Mining
N Zhang, Q Jia, K Yin, L Dong, F Gao, N Hua
WSDM 2020 Healthcare Day, 2020
Semantic framework of internet of things for smart cities: Case studies
N Zhang, H Chen, X Chen, J Chen
Sensors 16 (9), 1501, 2016
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 (Paper Digest Most Influential Paper), 2023
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
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, 2021
Hbasespatial: A scalable spatial data storage based on hbase
N Zhang, G Zheng, H Chen, J Chen, X Chen
2014 IEEE 13th international conference on trust, security and privacy in …, 2014
MLBiNet: A Cross-Sentence Collective Event Detection Network
D Lou, Z Liao, S Deng, N Zhang, H Chen
ACL 2021, 2021
Noisy-Labeled NER with Confidence Estimation
K Liu, Y Fu, C Tan, M Chen, N Zhang, S Huang, S Gao
NAACL 2021, 2021
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