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Shumin Deng

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PromptKG: A Prompt Learning Framework for Knowledge Graph Representation Learning and Application

Oct 01, 2022
Xin Xie, Zhoubo Li, Xiaohan Wang, Shumin Deng, Feiyu Xiong, Huajun Chen, Ningyu Zhang

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Construction and Applications of Open Business Knowledge Graph

Sep 30, 2022
Shumin Deng, Hui Chen, Zhoubo Li, Feiyu Xiong, Qiang Chen, Mosha Chen, Xiangwen Liu, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, Ningyu Zhang

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Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning

May 29, 2022
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen

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Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

May 07, 2022
Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen

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Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

May 04, 2022
Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen

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Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective

Feb 16, 2022
Shumin Deng, Ningyu Zhang, Hui Chen, Feiyu Xiong, Jeff Z. Pan, Huajun Chen

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From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer

Feb 08, 2022
Xin Xie, Ningyu Zhang, Zhoubo Li, Shumin Deng, Hui Chen, Feiyu Xiong, Mosha Chen, Huajun Chen

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Ontology-enhanced Prompt-tuning for Few-shot Learning

Jan 27, 2022
Hongbin Ye, Ningyu Zhang, Shumin Deng, Xiang Chen, Hui Chen, Feiyu Xiong, Xi Chen, Huajun Chen

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DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population

Jan 24, 2022
Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Wen Zhang, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen

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OntoProtein: Protein Pretraining With Gene Ontology Embedding

Jan 23, 2022
Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Jiazhang Lian, Qiang Zhang, Huajun Chen

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