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Entity Concept-enhanced Few-shot Relation Extraction


Jun 04, 2021
Shan Yang, Yongfei Zhang, Guanglin Niu, Qinghua Zhao, Shiliang Pu

* Accepted at ACL2021 

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Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion


Apr 27, 2021
Guanglin Niu, Yang Li, Chengguang Tang, Ruiying Geng, Jian Dai, Qiao Liu, Hao Wang, Jian Sun, Fei Huang, Luo Si

* The full version of a paper accepted to SIGIR 2021 

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AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding


Oct 06, 2020
Guanglin Niu, Bo Li, Yongfei Zhang, Shiliang Pu, Jingyang Li

* 10 pages, 3 figures, the full version of a paper accepted to EMNLP 2020 Findings 

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Joint Semantics and Data-Driven Path Representation for Knowledge Graph Inference


Oct 06, 2020
Guanglin Niu, Bo Li, Yongfei Zhang, Yongpan Sheng, Chuan Shi, Jingyang Li, Shiliang Pu

* 12 pages, 6 tables, 4 figures 

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Rule-Guided Compositional Representation Learning on Knowledge Graphs


Dec 28, 2019
Guanglin Niu, Yongfei Zhang, Bo Li, Peng Cui, Si Liu, Jingyang Li, Xiaowei Zhang

* The full version of a paper accepted to AAAI 2020 

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