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On the Transformer Growth for Progressive BERT Training


Oct 23, 2020
Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han


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Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning


May 01, 2020
Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren


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Generating Representative Headlines for News Stories


Feb 01, 2020
Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, Hongkun Yu, You Wu, Cong Yu, Daniel Finnie, Jiaqi Zhai, Nicholas Zukoski

* WebConf 2020 (WWW 2020) 

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Learning Dynamic Context Augmentation for Global Entity Linking


Sep 04, 2019
Xiyuan Yang, Xiaotao Gu, Sheng Lin, Siliang Tang, Yueting Zhuang, Fei Wu, Zhigang Chen, Guoping Hu, Xiang Ren


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Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering


Apr 13, 2019
Bo Chen, Xiaotao Gu, Yufeng Hu, Siliang Tang, Guoping Hu, Yueting Zhuang, Xiang Ren

* accepted by NAACL-HLT 2019 

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Learning Named Entity Tagger using Domain-Specific Dictionary


Sep 10, 2018
Jingbo Shang, Liyuan Liu, Xiang Ren, Xiaotao Gu, Teng Ren, Jiawei Han


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End-to-End Reinforcement Learning for Automatic Taxonomy Induction


May 10, 2018
Yuning Mao, Xiang Ren, Jiaming Shen, Xiaotao Gu, Jiawei Han

* 11 Pages. ACL 2018 Camera Ready 

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Large-scale Validation of Counterfactual Learning Methods: A Test-Bed


Jun 25, 2017
Damien Lefortier, Adith Swaminathan, Xiaotao Gu, Thorsten Joachims, Maarten de Rijke

* 10 pages, What If workshop NIPS 2016 

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