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Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion

Aug 25, 2021
Yixin Cao, Xiang Ji, Xin Lv, Juanzi Li, Yonggang Wen, Hanwang Zhang

* 15 pages, 13 figures, ACL'2021 

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Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making

Jun 08, 2021
Zijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Yichi Zhang, Zelin Dai

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Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability

Apr 14, 2021
Xin Lv, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai

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Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph

Oct 05, 2020
Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu

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KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion

Apr 28, 2020
Jie Zhou, Xin Lv, Cheng Yang, Zhiyuan Liu, Juanzi Li, Maosong Sun

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Music Style Classification with Compared Methods in XGB and BPNN

Dec 03, 2019
Lifeng Tan, Cong Jin, Zhiyuan Cheng, Xin Lv, Leiyu Song

* 5 pages, 1 figures 

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Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations

Aug 30, 2019
Xin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu

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Differentiating Concepts and Instances for Knowledge Graph Embedding

Nov 12, 2018
Xin Lv, Lei Hou, Juanzi Li, Zhiyuan Liu

* Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. 2018: 1971-1979 

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