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UCPhrase: Unsupervised Context-aware Quality Phrase Tagging

May 28, 2021
Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang

* KDD 2021 

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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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