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Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation


Oct 27, 2021
Di Jin, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Danai Koutra


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CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction


Jun 01, 2021
Zhengbao Jiang, Jialong Han, Bunyamin Sisman, Xin Luna Dong

* ACL 2021 

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CorDEL: A Contrastive Deep Learning Approach for Entity Linkage


Sep 15, 2020
Zhengyang Wang, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Shuiwang Ji

* Accepted by the 20th IEEE International Conference on Data Mining (ICDM 2020) 

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AutoBlock: A Hands-off Blocking Framework for Entity Matching


Dec 07, 2019
Wei Zhang, Hao Wei, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, David Page

* In The Thirteenth ACM International Conference on Web Search and Data Mining (WSDM '20), February 3-7, 2020, Houston, TX, USA. ACM, Anchorage, Alaska, USA , 9 pages 

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LinkNBed: Multi-Graph Representation Learning with Entity Linkage


Jul 23, 2018
Rakshit Trivedi, Bunyamin Sisman, Jun Ma, Christos Faloutsos, Hongyuan Zha, Xin Luna Dong

* ACL 2018 

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