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STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths

Jun 18, 2020
Yue Yu, Yinghao Li, Jiaming Shen, Hao Feng, Jimeng Sun, Chao Zhang

* KDD 2020 Research Track Full Paper 

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Empower Entity Set Expansion via Language Model Probing

Apr 29, 2020
Yunyi Zhang, Jiaming Shen, Jingbo Shang, Jiawei Han

* ACL 2020 

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Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and Co-Expansion

Jan 27, 2020
Jiaxin Huang, Yiqing Xie, Yu Meng, Jiaming Shen, Yunyi Zhang, Jiawei Han

* WWW 2020 

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TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network

Jan 26, 2020
Jiaming Shen, Zhihong Shen, Chenyan Xiong, Chi Wang, Kuansan Wang, Jiawei Han

* WWW 2020 

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FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams

Oct 22, 2019
Wanzheng Zhu, Hongyu Gong, Jiaming Shen, Chao Zhang, Jingbo Shang, Suma Bhat, Jiawei Han

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HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion

Oct 17, 2019
Jiaming Shen, Zeqiu Wu, Dongming Lei, Chao Zhang, Xiang Ren, Michelle T. Vanni, Brian M. Sadler, Jiawei Han

* KDD 2018 accepted 

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SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble

Oct 17, 2019
Jiaming Shen, Zeqiu Wu, Dongming Lei, Jingbo Shang, Xiang Ren, Jiawei Han

* ECMLPKDD 2017 accepted 

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Query-Specific Knowledge Summarization with Entity Evolutionary Networks

Sep 29, 2019
Carl Yang, Lingrui Gan, Zongyi Wang, Jiaming Shen, Jinfeng Xiao, Jiawei Han

* published in CIKM 2019 

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Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity

Sep 04, 2019
Yu Shi, Jiaming Shen, Yuchen Li, Naijing Zhang, Xinwei He, Zhengzhi Lou, Qi Zhu, Matthew Walker, Myunghwan Kim, Jiawei Han

* CIKM 2019 

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Eliciting Knowledge from Experts:Automatic Transcript Parsing for Cognitive Task Analysis

Jun 26, 2019
Junyi Du, He Jiang, Jiaming Shen, Xiang Ren

* In proceedings of ACL 2019 

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Weakly-Supervised Hierarchical Text Classification

Dec 29, 2018
Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han

* AAAI 2019 

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Mining Entity Synonyms with Efficient Neural Set Generation

Nov 16, 2018
Jiaming Shen, Ruiliang Lyu, Xiang Ren, Michelle Vanni, Brian Sadler, Jiawei Han

* AAAI 2019 camera-ready version 

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Weakly-Supervised Neural Text Classification

Sep 12, 2018
Yu Meng, Jiaming Shen, Chao Zhang, Jiawei Han

* CIKM 2018 Full Paper 

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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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Text Network Exploration via Heterogeneous Web of Topics

Oct 02, 2016
Junxian He, Ying Huang, Changfeng Liu, Jiaming Shen, Yuting Jia, Xinbing Wang

* 8 pages 

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