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Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment

Oct 07, 2020
Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Zhiyuan Liu, Tat-Seng Chua

* 10 pages, EMNLP2020 

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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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Learning Syllogism with Euler Neural-Networks

Jul 20, 2020
Tiansi Dong, Chengjiang Li, Christian Bauckhage, Juanzi Li, Stefan Wrobel, Armin B. Cremers

* 16 pages, 6 figures 

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KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base

Jul 08, 2020
Jiaxin Shi, Shulin Cao, Liangming Pan, Yutong Xiang, Lei Hou, Juanzi Li, Hanwang Zhang, Bin He


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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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MAVEN: A Massive General Domain Event Detection Dataset

Apr 28, 2020
Xiaozhi Wang, Ziqi Wang, Xu Han, Wangyi Jiang, Rong Han, Zhiyuan Liu, Juanzi Li, Peng Li, Yankai Lin, Jie Zhou

* 9 pages, 2 figures; Work in progress 

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KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation

Nov 13, 2019
Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhiyuan Liu, Juanzi Li, Jian Tang

* work in progress 

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Course Concept Expansion in MOOCs with External Knowledge and Interactive Game

Sep 17, 2019
Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Jie Tang, Zhiyuan Liu


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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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Multi-Channel Graph Neural Network for Entity Alignment

Aug 26, 2019
Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua

* 10 pages, 4 figures, ACL2019 

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Explainable and Explicit Visual Reasoning over Scene Graphs

Dec 05, 2018
Jiaxin Shi, Hanwang Zhang, Juanzi Li


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Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision

Nov 27, 2018
Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong

* 11 pages, EMNLP2018 

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Neural Collective Entity Linking

Nov 21, 2018
Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu

* 12 pages, 3 figures, COLING2018 

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Learning to Embed Sentences Using Attentive Recursive Trees

Nov 15, 2018
Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

* AAAI Conference of Artificial Intelligence, 2019 

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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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DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization

Nov 07, 2018
Jiaxin Shi, Chen Liang, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

* AAAI-19 

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Feature Engineering and Ensemble Modeling for Paper Acceptance Rank Prediction

Nov 14, 2016
Yujie Qian, Yinpeng Dong, Ye Ma, Hailong Jin, Juanzi Li

* 2nd place winner report of KDD Cup 2016. More details can be found at https://kddcup2016.azurewebsites.net 

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RDF2Rules: Learning Rules from RDF Knowledge Bases by Mining Frequent Predicate Cycles

Dec 24, 2015
Zhichun Wang, Juanzi Li


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